From 614a7e0ed2b97877e7c384e77d4b95a2ee172572 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Mon, 31 Mar 2014 17:55:31 +0200
Subject: [PATCH 01/14] Add step size

---
 PitchTracker/PitchWrapper.cpp          | 4 ++--
 PitchTracker/PitchWrapper.h            | 2 +-
 PitchTracker/ptAKF.cpp                 | 4 +++-
 PitchTracker/ptAKF.h                   | 3 ++-
 Vocaluxe/Lib/Sound/Record/CAnalyzer.cs | 6 +++---
 5 files changed, 11 insertions(+), 8 deletions(-)

diff --git a/PitchTracker/PitchWrapper.cpp b/PitchTracker/PitchWrapper.cpp
index 4fc47b4c..3d725b15 100644
--- a/PitchTracker/PitchWrapper.cpp
+++ b/PitchTracker/PitchWrapper.cpp
@@ -58,8 +58,8 @@ bool Analyzer_OutputFloat(Analyzer* analyzer, float* data, int sampleCt, float r
     return analyzer->output(data, data + sampleCt, rate);
 }
 
-DllExport PtAKF* PtAKF_Create(){
-	return new PtAKF();
+DllExport PtAKF* PtAKF_Create(unsigned step){
+	return new PtAKF(step);
 }
 
 DllExport void PtAKF_Free(PtAKF* analyzer){
diff --git a/PitchTracker/PitchWrapper.h b/PitchTracker/PitchWrapper.h
index d3039bc9..08f32eed 100644
--- a/PitchTracker/PitchWrapper.h
+++ b/PitchTracker/PitchWrapper.h
@@ -15,7 +15,7 @@ DllExport double Analyzer_GetPeak(Analyzer* analyzer);
 DllExport double Analyzer_FindNote(Analyzer* analyzer, double minFreq, double maxFreq);
 DllExport bool Analyzer_OutputFloat(Analyzer* analyzer, float* data, int sampleCt, float rate);
 
-DllExport PtAKF* PtAKF_Create();
+DllExport PtAKF* PtAKF_Create(unsigned step);
 DllExport void PtAKF_Free(PtAKF* analyzer);
 DllExport int PtAKF_GetNumHalfTones();
 DllExport void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt);
diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index fd272a6f..b5e8bccb 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -21,7 +21,7 @@ static constexpr double HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBas
 int PtAKF::_InitCount = 0;
 float* PtAKF::_SamplesPerPeriodPerTone = NULL;
 
-PtAKF::PtAKF(){
+PtAKF::PtAKF(unsigned step){
 	_InitCount++;
 	if(_InitCount == 1){
 		_SamplesPerPeriodPerTone = new float[_MaxHalfTone + 1];
@@ -32,6 +32,7 @@ PtAKF::PtAKF(){
 			_SamplesPerPeriodPerTone[toneIndex] = static_cast<float>(44100.0 / freq); // samples in one period
 		}
 	}
+	_Step = step;
 }
 
 PtAKF::~PtAKF(){
@@ -49,6 +50,7 @@ int PtAKF::GetNote(double* maxVolume, float* weights){
 		_AnalysisBuf.pop(size - _SampleCt);
 	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt))
 		return -1;
+	_AnalysisBuf.pop(_Step);
 	return _GetNote(AnaylsisBuf, maxVolume, weights);
 }
 
diff --git a/PitchTracker/ptAKF.h b/PitchTracker/ptAKF.h
index 240e7aa7..8ddc7c97 100644
--- a/PitchTracker/ptAKF.h
+++ b/PitchTracker/ptAKF.h
@@ -4,7 +4,7 @@
 // A pitch detection that is based on the AKF and AMDF (initially from original Vocaluxe/USDx)
 class PtAKF{
 public:
-	PtAKF();
+	PtAKF(unsigned step);
 	~PtAKF();
 
 	void input(short* begin, short* end){
@@ -21,6 +21,7 @@ private:
 
 	constexpr static size_t _SampleCt = 4096;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
+	unsigned _Step;
 
 	static int _GetNote(float* samples, double* maxVolume, float* weights);
 	static float _AnalyzeToneFunc(float* samples, int toneIndex);
diff --git a/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs b/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
index 39d79f00..e4e5807c 100644
--- a/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
@@ -108,7 +108,7 @@ namespace Vocaluxe.Lib.Sound.Record
     {
         #region Imports
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern IntPtr PtAKF_Create();
+        private static extern IntPtr PtAKF_Create(uint step);
 
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
         private static extern void PtAKF_Free(IntPtr analyzer);
@@ -125,9 +125,9 @@ namespace Vocaluxe.Lib.Sound.Record
 
         private IntPtr _Instance;
 
-        public CPtAKF()
+        public CPtAKF(uint step = 200)
         {
-            _Instance = PtAKF_Create();
+            _Instance = PtAKF_Create(step);
         }
 
         ~CPtAKF()

From d584206a7fe6c10caa6ff58f78ce4076688f4437 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Wed, 9 Apr 2014 18:28:35 +0200
Subject: [PATCH 02/14] Fix bugs in AKF detection Add CWavFile.cs for reading
 wav files Add more test cases

---
 PitchTracker/Helper.h                |   4 +-
 PitchTracker/PitchWrapper.cpp        |   6 +-
 PitchTracker/TestSounds.rar          | Bin 0 -> 840777 bytes
 PitchTracker/ptAKF.cpp               |  93 ++++++++-
 PitchTracker/ptAKF.h                 |   9 +-
 Vocaluxe/Base/CLog.cs                |   3 +
 Vocaluxe/Lib/Sound/Record/CBuffer.cs | 130 +++++++++++-
 VocaluxeLib/Utils/CWavFile.cs        | 295 +++++++++++++++++++++++++++
 VocaluxeLib/VocaluxeLib.csproj       |   1 +
 9 files changed, 524 insertions(+), 17 deletions(-)
 create mode 100644 PitchTracker/TestSounds.rar
 create mode 100644 VocaluxeLib/Utils/CWavFile.cs

diff --git a/PitchTracker/Helper.h b/PitchTracker/Helper.h
index ae13e309..1c27221c 100644
--- a/PitchTracker/Helper.h
+++ b/PitchTracker/Helper.h
@@ -4,7 +4,7 @@
 #include <cmath>
 
 float* short2FloatArray(short* in, size_t len){
-	const float maxShort = 32768.0; //maximum abs value of a short
+	const float maxShort = 32767.0;
 
 	float* result = static_cast<float*>(malloc(len * sizeof(float)));
 	float* curOut = result;
@@ -17,7 +17,7 @@ float* short2FloatArray(short* in, size_t len){
 }
 
 double* short2DoubleArray(short* in, size_t len, bool scale = true){
-	const double maxShort = 32768.0; //maximum abs value of a short
+	const double maxShort = 32767.0;
 
 	double* result = static_cast<double*>(malloc(len * sizeof(double)));
 	double* curOut = result;
diff --git a/PitchTracker/PitchWrapper.cpp b/PitchTracker/PitchWrapper.cpp
index 3d725b15..d0f6d1f4 100644
--- a/PitchTracker/PitchWrapper.cpp
+++ b/PitchTracker/PitchWrapper.cpp
@@ -75,7 +75,11 @@ DllExport void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt){
 	if(sampleCt <= 0 || !analyzer)
 		return;
 	short* dataShort = static_cast<short*>(static_cast<void*>(data));
-	analyzer->input(dataShort, dataShort + sampleCt);
+	float* dataFloat = short2FloatArray(static_cast<short*>(static_cast<void*>(data)), sampleCt);
+	analyzer->input(dataFloat, dataFloat + sampleCt);
+	freeFloatArray(dataFloat);
+
+	//analyzer->input(dataShort, dataShort + sampleCt);
 }
 
 DllExport int PtAKF_GetNote(PtAKF* analyzer, double* maxVolume, float* weights){
diff --git a/PitchTracker/TestSounds.rar b/PitchTracker/TestSounds.rar
new file mode 100644
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GIT binary patch
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z2>aX1md`nSJW+Ku2KxiNP9OucLkvL4_>^jSK}Cmvo-#%5UO6yT$`ISz`+ktbJ$nE^
F2LP7xK#BkW

literal 0
HcmV?d00001

diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index b5e8bccb..d8a73088 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -24,9 +24,9 @@ float* PtAKF::_SamplesPerPeriodPerTone = NULL;
 PtAKF::PtAKF(unsigned step){
 	_InitCount++;
 	if(_InitCount == 1){
-		_SamplesPerPeriodPerTone = new float[_MaxHalfTone + 1];
+		_SamplesPerPeriodPerTone = new float[_MaxHalfTone + 1 + _HalfTonesAdd];
 		//Init Array to avoid costly calculations
-		for (int toneIndex = 0; toneIndex <= _MaxHalfTone; toneIndex++)
+		for (int toneIndex = 0; toneIndex <= _MaxHalfTone + _HalfTonesAdd; toneIndex++)
 		{
 			double freq = BaseToneFrequency * pow(HalftoneBase, toneIndex);
 			_SamplesPerPeriodPerTone[toneIndex] = static_cast<float>(44100.0 / freq); // samples in one period
@@ -61,12 +61,23 @@ int PtAKF::_GetNote(float* samples, double* maxVolume, float* weights){
 		if(vol > maxVolumeL)
 			maxVolumeL = vol;
 	}
-	maxVolumeL /= 32767.;
+	//maxVolumeL /= 32767.;
 	*maxVolume = maxVolumeL;
 
+	//Scale the samples to have a peak of 1 to better decide between voiced/unvoiced
+	//float scaleVal = 1 / maxVolumeL;
+	//for(int i = 0; i < _SampleCt; i++){
+	//	samples[i] *= scaleVal;
+	//}
+
 	float maxWeight = -1;
 	float minWeight = 1;
 	int maxTone = -1;
+
+	//Attention: We have a peak at lag 0 that might stretch that far, that we detect a wrong "peak" at _MaxHalfTone
+	//Because of that we filter out all tones that are past the last zero crossing from below but keep tones with decreasing weights (going towards zero crossing from above)
+	int lastValidTone = 0;
+	float lastWeight = 1.f;
 	for (int toneIndex = _MinHalfTone; toneIndex <= _MaxHalfTone; toneIndex++)
 	{
 		float curWeight = _AnalyzeToneFunc(samples, toneIndex);
@@ -81,18 +92,61 @@ int PtAKF::_GetNote(float* samples, double* maxVolume, float* weights){
 			minWeight = curWeight;
 
 		weights[toneIndex - _MinHalfTone] = curWeight;
+
+		//Filter:
+		if(lastWeight > curWeight || (lastWeight > 0.f && curWeight <= 0.f))
+			lastValidTone = toneIndex - 1;
+		lastWeight = curWeight;
 	}
 
-	if(maxWeight - minWeight > 0.01){
+	if(maxTone==_MaxHalfTone){
+		//We might have caught the lag 0 peak so go a bit further to check for other zero crossings (or we won't be able to detect _MaxHalfTone)
+		float lastWeight =  _FastAKF(samples, _SamplesPerPeriodPerTone[_MaxHalfTone]);
+		for(int toneIndex = _MaxHalfTone+1; toneIndex <= _MaxHalfTone + _HalfTonesAdd; toneIndex++){
+			float curWeight = _FastAKF(samples, _SamplesPerPeriodPerTone[toneIndex]);
+			if(lastWeight > curWeight || (lastWeight > 0.f && curWeight <= 0.f)){
+				lastValidTone = toneIndex - 1;
+				break;
+			}
+			lastWeight = curWeight;
+		}
+		if(lastValidTone < maxTone){
+			maxWeight = -1.f;
+			minWeight = 1.f;
+			for(int toneIndex = _MinHalfTone; toneIndex <= lastValidTone; toneIndex++){
+				float curWeight = weights[toneIndex-_MinHalfTone];
+				if (curWeight > maxWeight)
+				{
+					maxWeight = curWeight;
+					maxTone = toneIndex;
+				}
+
+				if (curWeight < minWeight)
+					minWeight = curWeight;
+			}
+			//Set all invalid weights to 0
+			for(int toneIndex = lastValidTone + 1;toneIndex < _MaxHalfTone; toneIndex++){
+				weights[toneIndex - _MinHalfTone]=0.f;
+			}
+		}
+	}
+
+	float energy = _FastAKF(samples, 0);
+	float maxAKF = _FastAKF(samples, _SamplesPerPeriodPerTone[maxTone]);
+	//printf("%g %g\n",energy, maxAKF);
+
+	//if(maxWeight - minWeight > 0.025){
+	if(maxAKF >= 0.3 * energy){
 		return maxTone;
 	}else return -1;
 }
 
 float PtAKF::_AnalyzeToneFunc(float* samples, int toneIndex){
-	// Use method by Kobayashi and Shimamura (1995): Combine AKF and AMDF to a new f(z)=AKF(z)/(AMDF(z)+k) with k=1
+	// Use method by Kobayashi and Shimamura (2001): Combine AKF and AMDF to a new f(z)=AKF(z)/(AMDF(z)+k) with k=1
 
 	float samplesPerPeriodD = _SamplesPerPeriodPerTone[toneIndex]; // samples in one period
 	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
+	int maxSampleCt = static_cast<int>(_SamplesPerPeriodPerTone[0]);
 	float fHigh = samplesPerPeriodD - samplesPerPeriod;
 	float fLow = 1.0f - fHigh;
 
@@ -114,7 +168,34 @@ float PtAKF::_AnalyzeToneFunc(float* samples, int toneIndex){
 	accumDistAKF /= _SampleCt;
 	accumDistAMDF /= sampleIndex;
 
-	return accumDistAKF / (accumDistAMDF * 32767.f + 32767.f); // Need to scale AKF by MAX^2 and AMDF by MAX, so do some maths to divide only once
+	//return accumDistAKF / (accumDistAMDF * 32767.f + 32767.f * 32767.f); // Need to scale AKF by MAX^2 and AMDF by MAX, so do some maths to divide only once
+	float result = accumDistAKF / (accumDistAMDF + 1.f);
+	return result; // Need to scale AKF by MAX^2 and AMDF by MAX, so do some maths to divide only once
+	//{toneIndex}: {accumDistAKF} ; {accumDistAMDF}; {result}
+}
+
+float PtAKF::_FastAKF(float* samples, float samplesPerPeriodD){
+	// Do a fast, non-scaled AKF (used for Lag 0 peak removal)
+
+	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
+	int maxSampleCt = static_cast<int>(_SamplesPerPeriodPerTone[0]);
+	float fHigh = samplesPerPeriodD - samplesPerPeriod;
+	float fLow = 1.0f - fHigh;
+
+	float accumDistAKF = 0; // accumulated distances
+
+	// compare correlating samples
+	int sampleIndex = 0; // index of sample to analyze
+	// Start value= index of sample one period ahead
+	for (int correlatingSampleIndex = sampleIndex + samplesPerPeriod; correlatingSampleIndex + 1 < _SampleCt; correlatingSampleIndex++, sampleIndex++)
+	{
+		// calc distance to corresponding sample in next period
+		float xn = samples[sampleIndex];
+		float xnt = samples[correlatingSampleIndex] * fLow + samples[correlatingSampleIndex + 1] * fHigh;
+		accumDistAKF += xn * xnt;
+	}
+
+	return accumDistAKF;
 }
 /*
 
diff --git a/PitchTracker/ptAKF.h b/PitchTracker/ptAKF.h
index 8ddc7c97..6d5fd609 100644
--- a/PitchTracker/ptAKF.h
+++ b/PitchTracker/ptAKF.h
@@ -7,7 +7,8 @@ public:
 	PtAKF(unsigned step);
 	~PtAKF();
 
-	void input(short* begin, short* end){
+	/** Add input data to buffer. This is thread-safe (against other functions). **/
+	template <typename InIt> void input(InIt begin, InIt end) {
 		_AnalysisBuf.insert(begin, end);
 	}
 
@@ -17,12 +18,14 @@ private:
 	static int _InitCount;
 	static float* _SamplesPerPeriodPerTone;
 	static constexpr int _MinHalfTone = 0;  //C2
-	static constexpr int _MaxHalfTone = 47; //B5
+	static constexpr int _MaxHalfTone = 55;//47; //B5
+	static constexpr int _HalfTonesAdd = 4; //Additonal half tones to analyze to remove the peak at lag 0
 
-	constexpr static size_t _SampleCt = 4096;
+	constexpr static size_t _SampleCt = 2048;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
 	unsigned _Step;
 
 	static int _GetNote(float* samples, double* maxVolume, float* weights);
 	static float _AnalyzeToneFunc(float* samples, int toneIndex);
+	static float _FastAKF(float* samples, float samplesPerPeriodD);
 };
\ No newline at end of file
diff --git a/Vocaluxe/Base/CLog.cs b/Vocaluxe/Base/CLog.cs
index a0484670..f90b7043 100644
--- a/Vocaluxe/Base/CLog.cs
+++ b/Vocaluxe/Base/CLog.cs
@@ -164,6 +164,9 @@ namespace Vocaluxe.Base
         public static void LogDebug(string text)
         {
             _DebugLog.Add(String.Format("{0:HH:mm:ss.ffff}", DateTime.Now) + ":" + text);
+#if DEBUG
+            Console.WriteLine(text);
+#endif
         }
 
         public static void LogSongInfo(string text)
diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index f2114109..394af07b 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -19,9 +19,12 @@
 
 using System;
 #if TEST_PITCH
+using System.Collections.Generic;
+using System.IO;
 using System.Windows.Forms;
 using System.Diagnostics;
 using VocaluxeLib;
+using VocaluxeLib.Utils;
 
 #endif
 
@@ -30,11 +33,12 @@ namespace Vocaluxe.Lib.Sound.Record
     class CBuffer : IDisposable
     {
 #if TEST_PITCH
-        //Half tones: C C♯ D D# E F F♯ G G♯ A A# B
+        //Half tones: C C# D D# E F F# G G# A A# B
         private const double _BaseToneFreq = 65.4064; // lowest (half-)tone to analyze (C2 = 65.4064 Hz)
         private const double _HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBase^12 = 2 (one octave)
 #endif
         private CPtAKF _Analyzer = new CPtAKF();
+        private CAnalyzer _Analyzer2 = new CAnalyzer();
 
         private double _MaxVolume;
 
@@ -94,11 +98,12 @@ namespace Vocaluxe.Lib.Sound.Record
             //if (assigned(fVoiceStream)) then
             //fVoiceStream.WriteData(Buffer, BufferSize);
             _Analyzer.Input(buffer);
+            _Analyzer2.Input(buffer);
         }
 
         public void AnalyzeBuffer()
         {
-            //_Analyzer.Process();
+            _Analyzer2.Process();
             //_MaxVolume = _Analyzer.GetPeak() / 43 + 1;
             int tone = _Analyzer.GetNote(out _MaxVolume, ToneWeigths); //(int)Math.Round(_Analyzer.FindNote()); // 
             if (tone >= 0 && _MaxVolume >= MinVolume)
@@ -132,7 +137,7 @@ namespace Vocaluxe.Lib.Sound.Record
         private static string _ToneToNote(int tone, bool withOctave = true)
         {
             tone += 24;
-            string[] notes = {"C", "C♯", "D", "D#", "E", "F", "F♯", "G", "G♯", "A", "A#", "B"};
+            string[] notes = {"C", "C#", "D", "D#", "E", "F", "F#", "G", "G#", "A", "A#", "B"};
             string result = notes[tone % 12];
             if (withOctave)
                 result += (tone / 12);
@@ -145,11 +150,12 @@ namespace Vocaluxe.Lib.Sound.Record
                 return;
             _PitchTestRun = true;
             int toneFrom = 0;
-            const int toneTo = 47; //B5
+            const int toneTo = -1; // 47; //B5
             Console.WriteLine("Testing notes " + _ToneToNote(toneFrom) + " - " + _ToneToNote(toneTo));
             byte[] data;
             byte[] data2 = new byte[2048];
             int ok = 0;
+            int tests = 0;
             double angle = 0;
             for (int distort = 0; distort < 10; distort++)
             {
@@ -167,11 +173,30 @@ namespace Vocaluxe.Lib.Sound.Record
                     if (!ToneValid)
                         CBase.Log.LogDebug("Note " + _ToneToNote(tone) + " not detected (Distortion: " + distort + ")");
                     else if (Tone != tone % 12)
+                    {
                         CBase.Log.LogDebug("Note " + _ToneToNote(tone) + " wrongly detected as " + _ToneToNote(Tone, false) + " (Distortion: " + distort + ")");
+                        CWavFile file = new CWavFile();
+                        file.Create(tone + "-" + distort + ".wav", 1, 44100, 16);
+                        file.Write16BitSamples(data, 1);
+                        file.Close();
+                    }
                     else
                         ok++;
+                    tests++;
                 }
             }
+            if (_TestFile("toneG3.wav", 19))
+                ok++;
+            tests++;
+            if (_TestFile("toneG3Miss.wav", 19))
+                ok++;
+            tests++;
+            if (_TestFile("toneG4.wav", 31))
+                ok++;
+            tests++;
+            _TestFile("whistling3.wav", "whistling3.txt", ref tests, ref ok);
+            _TestFile("sClausVoc.wav", "sClausVoc.txt", ref tests, ref ok);
+
             _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, 5), 44100, ref angle, out data);
             Stopwatch sw = new Stopwatch();
             sw.Start();
@@ -182,13 +207,108 @@ namespace Vocaluxe.Lib.Sound.Record
                 AnalyzeBuffer();
             }
             sw.Stop();
-            string msg = "Analyser: Errors: " + ((toneTo - toneFrom + 1) * 10 - ok) + "; Speed: " +
+            string msg = "Analyser: Errors: " + (tests - ok) + "/" + tests + "; Speed: " +
                          (int)(repeats / (sw.ElapsedMilliseconds / 1000.0)) + " buffers/s";
             Console.WriteLine(msg);
             MessageBox.Show(msg);
             Reset();
         }
 
+        private struct STimedNote
+        {
+            public int Time, Note;
+        }
+
+        private void _TestFile(string fileName, string testFileName, ref int ct, ref int ok)
+        {
+            if (!File.Exists(testFileName))
+            {
+                ok = ct = 0;
+                return;
+            }
+            List<STimedNote> tones = new List<STimedNote>();
+            using (StreamReader reader = new StreamReader(testFileName))
+            {
+                String line;
+                while ((line = reader.ReadLine()) != null)
+                {
+                    int p = line.IndexOf(' ');
+                    if (p < 0)
+                        continue;
+                    STimedNote note;
+                    note.Time = int.Parse(line.Substring(0, p));
+                    note.Note = int.Parse(line.Substring(p + 1));
+                    tones.Add(note);
+                }
+            }
+            _TestFile(fileName, tones, ref ct, ref ok);
+        }
+
+        private bool _TestFile(string fileName, int tone)
+        {
+            STimedNote note;
+            note.Note = tone;
+            note.Time = 46;
+            List<STimedNote> tones = new List<STimedNote> {note};
+            int ct = 0;
+            int ok = 0;
+            _TestFile(fileName, tones, ref ct, ref ok);
+            return ok >= ct - 4;
+        }
+
+        private void _TestFile(string fileName, IList<STimedNote> tones, ref int ct, ref int ok)
+        {
+            CWavFile wavFile = new CWavFile();
+            try
+            {
+                if (!wavFile.Open(fileName))
+                    return;
+                if (wavFile.BitsPerSample != 16)
+                {
+                    wavFile.Close();
+                    return;
+                }
+                int samplesRead = 0;
+                int curTimeIndex = -1;
+                int curNote = -1;
+                const int maxSamplesPerBatch = 512;
+                while (wavFile.NumSamplesLeft / wavFile.NumChannels > maxSamplesPerBatch)
+                {
+                    byte[] samples = wavFile.GetNextSamples16BitAsBytes(maxSamplesPerBatch, 1);
+                    samplesRead += samples.Length / 2;
+                    int time = samplesRead * 1000 / wavFile.SampleRate;
+                    ProcessNewBuffer(samples);
+                    AnalyzeBuffer();
+                    while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
+                    {
+                        curTimeIndex++;
+                        curNote = tones[curTimeIndex].Note;
+                    }
+                    if (curNote < 0)
+                        continue;
+                    ct++;
+                    if (!ToneValid)
+                        CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms not detected");
+                    else if (ToneAbs % 12 != curNote % 12)
+                        CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(ToneAbs));
+                    else
+                        ok++;
+                    int note2 = (int)Math.Round(_Analyzer2.FindNote());
+                    if (note2 < 0)
+                        CBase.Log.LogDebug("Note2 " + _ToneToNote(curNote) + " at " + time + "ms not detected");
+                    else if (note2 % 12 != curNote % 12)
+                        CBase.Log.LogDebug("Note2 " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(note2));
+                    else
+                        ok++;
+                }
+            }
+            catch (Exception e)
+            {
+                Console.WriteLine("Error on file " + fileName + ": " + e);
+            }
+            wavFile.Close();
+        }
+
         private static short[] _GetDistort(int len, int tone, int type)
         {
             short[] sdata = new short[len];
diff --git a/VocaluxeLib/Utils/CWavFile.cs b/VocaluxeLib/Utils/CWavFile.cs
new file mode 100644
index 00000000..7dea4478
--- /dev/null
+++ b/VocaluxeLib/Utils/CWavFile.cs
@@ -0,0 +1,295 @@
+using System;
+using System.Diagnostics;
+using System.IO;
+using System.Text;
+
+namespace VocaluxeLib.Utils
+{
+    //Simple class to read and write WAV files
+    public class CWavFile
+    {
+        public short NumChannels { get; private set; }
+        public int SampleRate { get; private set; }
+        public short BitsPerSample { get; private set; }
+        public string FileName { get; private set; }
+        //Unless this is true, all fields are to be considered as invalid
+        public int DataSize { get; private set; }
+        //Number of samples (=SampesPerChannel*NumChannels)
+        public int NumSamples
+        {
+            get { return (DataSize / (BitsPerSample / 8)); }
+        }
+        public int NumSamplesLeft { get; private set; }
+        public bool IsOpen { get; private set; }
+        private int _DataPos;
+        private FileStream _File;
+        private bool _IsWritable;
+
+        public CWavFile()
+        {
+            IsOpen = false;
+        }
+
+        ~CWavFile()
+        {
+            Debug.Assert(!IsOpen);
+            Close();
+        }
+
+        public void Create(string fileName, short numChannels, int sampleRate, short bitsPerSample)
+        {
+            if (IsOpen)
+                Close();
+            _File = new FileStream(fileName, FileMode.Create);
+            FileName = fileName;
+            NumChannels = numChannels;
+            SampleRate = sampleRate;
+            BitsPerSample = bitsPerSample;
+            DataSize = 0;
+            NumSamplesLeft = 0;
+            IsOpen = true;
+            _IsWritable = true;
+            _WriteHeader();
+        }
+
+        public void Close()
+        {
+            if (!IsOpen)
+                return;
+            if (_IsWritable)
+            {
+                BinaryWriter writer = new BinaryWriter(_File);
+                writer.Seek(4, SeekOrigin.Begin);
+                writer.Write((int)_File.Length - 8);
+                writer.Seek(_DataPos - 4, SeekOrigin.Begin);
+                writer.Write(DataSize);
+            }
+            _File.Dispose();
+            _File = null;
+            IsOpen = false;
+        }
+
+        public bool Open(string fileName)
+        {
+            if (IsOpen)
+                Close();
+            if (!File.Exists(fileName))
+                return false;
+            FileName = fileName;
+            _File = new FileStream(FileName, FileMode.Open);
+            try
+            {
+                BinaryReader reader = new BinaryReader(_File);
+                if (Encoding.ASCII.GetString(reader.ReadBytes(4)) != "RIFF")
+                    return false;
+                reader.ReadInt32(); //Chunksize (file)
+                if (Encoding.ASCII.GetString(reader.ReadBytes(4)) != "WAVE")
+                    return false;
+                long curPos = _File.Position;
+                if (_SeekTo(reader, "fmt ") < 0)
+                    return false;
+                short audioFormat = reader.ReadInt16();
+                if (audioFormat != 1) //PCM
+                    return false;
+                NumChannels = reader.ReadInt16();
+                SampleRate = reader.ReadInt32();
+                int bytesPerSec = reader.ReadInt32();
+                short blockAlign = reader.ReadInt16();
+                BitsPerSample = reader.ReadInt16();
+                if (BitsPerSample != 8 && BitsPerSample != 16)
+                    return false;
+                if (blockAlign != NumChannels * (BitsPerSample / 8))
+                    return false;
+                if (bytesPerSec != blockAlign * SampleRate)
+                    return false;
+                _File.Position = curPos;
+                DataSize = _SeekTo(reader, "data");
+                if (DataSize <= 0)
+                    return false;
+                _DataPos = (int)_File.Position;
+                DataSize = Math.Min(DataSize, (int)_File.Length - _DataPos);
+                NumSamplesLeft = NumSamples;
+            }
+            catch (Exception)
+            {
+                _File.Dispose();
+                throw;
+            }
+            IsOpen = true;
+            return true;
+        }
+
+        /// <summary>
+        /// Gets an array of numSamples samples per channel for the selected channel(s)
+        /// </summary>
+        /// <param name="numSamples">Samples per channel</param>
+        /// <param name="channel">Channel for which to get the samples (0=all)</param>
+        /// <returns></returns>
+        public byte[] GetNextSamples8Bit(int numSamples, int channel = 0)
+        {
+            if (channel < 0 || channel > NumChannels || BitsPerSample != 8)
+                return null;
+            int samplesPerBlock = (channel == 0 ? NumChannels : 1);
+            if (NumSamplesLeft < numSamples * samplesPerBlock)
+                return null;
+            byte[] result;
+            BinaryReader reader = new BinaryReader(_File);
+            if (channel == 0 || NumChannels == 1)
+                result = reader.ReadBytes(numSamples * samplesPerBlock);
+            else
+            {
+                result = new byte[numSamples];
+                for (int i = 0; i < numSamples; i++)
+                {
+                    _File.Seek(channel - 1, SeekOrigin.Current);
+                    result[i] = reader.ReadByte();
+                    _File.Seek(NumChannels - channel, SeekOrigin.Current);
+                }
+            }
+            NumSamplesLeft -= numSamples * samplesPerBlock;
+            return result;
+        }
+
+        /// <summary>
+        /// Gets an array of numSamples samples per channel for the selected channel(s)
+        /// </summary>
+        /// <param name="numSamples">Samples per channel</param>
+        /// <param name="channel">Channel for which to get the samples (0=all)</param>
+        /// <returns></returns>
+        public short[] GetNextSamples16Bit(int numSamples, int channel = 0)
+        {
+            if (channel < 0 || channel > NumChannels || BitsPerSample != 16)
+                return null;
+            int samplesPerBlock = (channel == 0 ? NumChannels : 1);
+            if (NumSamplesLeft < numSamples * samplesPerBlock)
+                return null;
+            short[] result;
+            BinaryReader reader = new BinaryReader(_File);
+            try
+            {
+                if (channel == 0 || NumChannels == 1)
+                {
+                    result = new short[numSamples * NumChannels];
+                    for (int i = 0; i < numSamples * NumChannels; i++)
+                        result[i] = reader.ReadInt16();
+                }
+                else
+                {
+                    result = new short[numSamples];
+                    for (int i = 0; i < numSamples; i++)
+                    {
+                        _File.Seek((channel - 1) * 2, SeekOrigin.Current);
+                        result[i] = reader.ReadInt16();
+                        _File.Seek((NumChannels - channel) * 2, SeekOrigin.Current);
+                    }
+                }
+                NumSamplesLeft -= numSamples * samplesPerBlock;
+            }
+            catch (EndOfStreamException e)
+            {
+                Console.WriteLine("Error: " + e);
+                return null;
+            }
+            return result;
+        }
+
+        public byte[] GetNextSamples16BitAsBytes(int numSamples, int channel = 0)
+        {
+            short[] samples = GetNextSamples16Bit(numSamples, channel);
+            if (samples == null)
+                return null;
+            byte[] samplesByte = new byte[samples.Length * 2];
+            Buffer.BlockCopy(samples, 0, samplesByte, 0, samplesByte.Length);
+            return samplesByte;
+        }
+
+        public bool WriteSamples(byte[] samples, int channel = 0)
+        {
+            if (!_IsWritable || channel < 0 || channel > NumChannels || BitsPerSample != 8)
+                return false;
+            BinaryWriter writer = new BinaryWriter(_File);
+            if (channel == 0 || NumChannels == 1)
+                writer.Write(samples);
+            else
+            {
+                foreach (byte sample in samples)
+                {
+                    _File.Seek(channel - 1, SeekOrigin.Current);
+                    writer.Write(sample);
+                    _File.Seek(NumChannels - channel, SeekOrigin.Current);
+                }
+            }
+            DataSize += samples.Length;
+            return true;
+        }
+
+        public bool Write16BitSamples(short[] samples, int channel = 0)
+        {
+            if (!_IsWritable || channel < 0 || channel > NumChannels || BitsPerSample != 16)
+                return false;
+            BinaryWriter writer = new BinaryWriter(_File);
+            if (channel == 0 || NumChannels == 1)
+            {
+                foreach (short sample in samples)
+                    writer.Write(sample);
+            }
+            else
+            {
+                foreach (short sample in samples)
+                {
+                    _File.Seek((channel - 1) * 2, SeekOrigin.Current);
+                    writer.Write(sample);
+                    _File.Seek((NumChannels - channel) * 2, SeekOrigin.Current);
+                }
+            }
+            DataSize += samples.Length * 2;
+            return true;
+        }
+
+        public bool Write16BitSamples(byte[] samples, int channel = 0)
+        {
+            if (samples.Length == 0)
+                return true;
+            short[] samplesShort = new short[samples.Length / 2];
+            Buffer.BlockCopy(samples, 0, samplesShort, 0, samples.Length);
+            return Write16BitSamples(samplesShort, channel);
+        }
+
+        private void _WriteHeader()
+        {
+            if (!IsOpen || !_IsWritable)
+                return;
+            BinaryWriter writer = new BinaryWriter(_File);
+            writer.Write(Encoding.ASCII.GetBytes("RIFF"));
+            writer.Write(0);
+            writer.Write(Encoding.ASCII.GetBytes("WAVE"));
+            writer.Write(Encoding.ASCII.GetBytes("fmt "));
+            writer.Write(16);
+            writer.Write((short)1); // PCM
+            writer.Write(NumChannels); // Channels
+            writer.Write(SampleRate); // Sample rate
+            writer.Write(SampleRate * NumChannels * (BitsPerSample / 8)); // Average bytes per second
+            writer.Write((short)((BitsPerSample / 8) * NumChannels)); // block align
+            writer.Write(BitsPerSample); // bits per sample
+            writer.Write(Encoding.ASCII.GetBytes("data"));
+            writer.Write(DataSize);
+            _DataPos = (int)_File.Position;
+            writer.Seek(4, SeekOrigin.Begin);
+            writer.Write((int)writer.BaseStream.Length);
+            writer.Seek(_DataPos, SeekOrigin.Begin);
+        }
+
+        private static int _SeekTo(BinaryReader reader, string chunkId)
+        {
+            do
+            {
+                string curChunkId = Encoding.ASCII.GetString(reader.ReadBytes(4));
+                int chunkSize = reader.ReadInt32();
+                if (curChunkId == chunkId)
+                    return chunkSize;
+                reader.BaseStream.Seek(chunkSize, SeekOrigin.Current);
+            } while (reader.BaseStream.Position < reader.BaseStream.Length);
+            return -1;
+        }
+    }
+}
\ No newline at end of file
diff --git a/VocaluxeLib/VocaluxeLib.csproj b/VocaluxeLib/VocaluxeLib.csproj
index 22d6a2b1..5a6f5a21 100644
--- a/VocaluxeLib/VocaluxeLib.csproj
+++ b/VocaluxeLib/VocaluxeLib.csproj
@@ -188,6 +188,7 @@
     <Compile Include="PartyModes\CScreenPartyDummy.cs" />
     <Compile Include="PartyModes\IPartyMode.cs" />
     <Compile Include="Properties\AssemblyInfo.cs" />
+    <Compile Include="Utils\CWavFile.cs" />
   </ItemGroup>
   <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
   <PropertyGroup>

From 7c380f62f1f2d12369bb025f16271d402865729a Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Fri, 11 Apr 2014 22:59:01 +0200
Subject: [PATCH 03/14] Add dywapitchtracker Improvements for PtAKF (finer
 resolution at end) Bugfix for WavFile

---
 PitchTracker/Helper.cpp                       |  43 ++
 PitchTracker/Helper.h                         |  47 +-
 PitchTracker/PitchTracker.vcxproj             |   5 +
 PitchTracker/PitchTracker.vcxproj.filters     |  21 +
 PitchTracker/PitchWrapper.cpp                 |  41 +-
 PitchTracker/PitchWrapper.h                   |   7 +
 PitchTracker/dywapitchtrack/DOCUMENTATION.txt |  29 ++
 PitchTracker/dywapitchtrack/README.txt        |  43 ++
 .../dywapitchtrack/dywapitchtrack.cpp         | 448 ++++++++++++++++++
 PitchTracker/dywapitchtrack/dywapitchtrack.h  | 110 +++++
 PitchTracker/dywapitchtrack/ptDyWa.cpp        |  27 ++
 PitchTracker/dywapitchtrack/ptDyWa.h          |  22 +
 PitchTracker/performous/pitch.cc              |  20 +-
 PitchTracker/ptAKF.cpp                        | 182 +++++--
 PitchTracker/ptAKF.h                          |  38 +-
 Vocaluxe/Lib/Sound/Record/CAnalyzer.cs        |  65 +++
 Vocaluxe/Lib/Sound/Record/CBuffer.cs          |  50 +-
 VocaluxeLib/Utils/CWavFile.cs                 |  17 +-
 18 files changed, 1075 insertions(+), 140 deletions(-)
 create mode 100644 PitchTracker/Helper.cpp
 create mode 100644 PitchTracker/dywapitchtrack/DOCUMENTATION.txt
 create mode 100644 PitchTracker/dywapitchtrack/README.txt
 create mode 100644 PitchTracker/dywapitchtrack/dywapitchtrack.cpp
 create mode 100644 PitchTracker/dywapitchtrack/dywapitchtrack.h
 create mode 100644 PitchTracker/dywapitchtrack/ptDyWa.cpp
 create mode 100644 PitchTracker/dywapitchtrack/ptDyWa.h

diff --git a/PitchTracker/Helper.cpp b/PitchTracker/Helper.cpp
new file mode 100644
index 00000000..41e00776
--- /dev/null
+++ b/PitchTracker/Helper.cpp
@@ -0,0 +1,43 @@
+#include "Helper.h"
+#include <stdlib.h>
+#include <cmath>
+
+float* short2FloatArray(short* in, size_t len){
+	const float maxShort = 32767.0;
+
+	float* result = static_cast<float*>(malloc(len * sizeof(float)));
+	float* curOut = result;
+	for(size_t i=0; i<len; i++){
+		*curOut = *in / maxShort;
+		curOut++;
+		in++;
+	}
+	return result;
+}
+
+double* short2DoubleArray(short* in, size_t len, bool scale){
+	const double maxShort = 32767.0;
+
+	double* result = static_cast<double*>(malloc(len * sizeof(double)));
+	double* curOut = result;
+	for(size_t i=0; i<len; i++){
+		*curOut = *in;
+		if(scale)
+			*curOut /= maxShort;
+		curOut++;
+		in++;
+	}
+	return result;
+}
+
+void freeFloatArray(float* floats){
+	free(floats);
+}
+
+void freeDoubleArray(double* floats){
+	free(floats);
+}
+
+double FreqToNote(double freq){
+	return 12.0 * std::log(freq / 127.09) / std::log(2.0) + 27.5 - 16; // 16 = C2
+}
\ No newline at end of file
diff --git a/PitchTracker/Helper.h b/PitchTracker/Helper.h
index 1c27221c..6b36eff2 100644
--- a/PitchTracker/Helper.h
+++ b/PitchTracker/Helper.h
@@ -1,47 +1,10 @@
 #pragma once
-#include "PitchWrapper.h"
-#include <stdlib.h>
-#include <cmath>
 
-float* short2FloatArray(short* in, size_t len){
-	const float maxShort = 32767.0;
-
-	float* result = static_cast<float*>(malloc(len * sizeof(float)));
-	float* curOut = result;
-	for(size_t i=0; i<len; i++){
-		*curOut = *in / maxShort;
-		curOut++;
-		in++;
-	}
-	return result;
-}
-
-double* short2DoubleArray(short* in, size_t len, bool scale = true){
-	const double maxShort = 32767.0;
-
-	double* result = static_cast<double*>(malloc(len * sizeof(double)));
-	double* curOut = result;
-	for(size_t i=0; i<len; i++){
-		*curOut = *in;
-		if(scale)
-			*curOut /= maxShort;
-		curOut++;
-		in++;
-	}
-	return result;
-}
-
-void freeFloatArray(float* floats){
-	free(floats);
-}
-
-void freeDoubleArray(double* floats){
-	free(floats);
-}
-
-double FreqToNote(double freq){
-	return 12.0 * std::log(freq / 127.09) / std::log(2.0) + 27.5 - 16; // 16 = C2
-}
+float* short2FloatArray(short* in, size_t len);
+double* short2DoubleArray(short* in, size_t len, bool scale = true);
+void freeFloatArray(float* floats);
+void freeDoubleArray(double* floats);
+double FreqToNote(double freq);
 
 /*
 namespace Native{
diff --git a/PitchTracker/PitchTracker.vcxproj b/PitchTracker/PitchTracker.vcxproj
index 47be7dd7..ebb42e38 100644
--- a/PitchTracker/PitchTracker.vcxproj
+++ b/PitchTracker/PitchTracker.vcxproj
@@ -170,12 +170,17 @@
   </ItemDefinitionGroup>
   <ItemGroup>
     <ClCompile Include="compatibility.cpp" />
+    <ClCompile Include="dywapitchtrack\dywapitchtrack.cpp" />
+    <ClCompile Include="dywapitchtrack\ptDyWa.cpp" />
+    <ClCompile Include="Helper.cpp" />
     <ClCompile Include="performous\pitch.cc" />
     <ClCompile Include="ptAKF.cpp" />
     <ClCompile Include="PitchWrapper.cpp" />
   </ItemGroup>
   <ItemGroup>
     <ClInclude Include="compatibility.h" />
+    <ClInclude Include="dywapitchtrack\dywapitchtrack.h" />
+    <ClInclude Include="dywapitchtrack\ptDyWa.h" />
     <ClInclude Include="Helper.h" />
     <ClInclude Include="performous\libda\fft.hpp" />
     <ClInclude Include="performous\libda\sample.hpp" />
diff --git a/PitchTracker/PitchTracker.vcxproj.filters b/PitchTracker/PitchTracker.vcxproj.filters
index efd0974f..6e3d94f4 100644
--- a/PitchTracker/PitchTracker.vcxproj.filters
+++ b/PitchTracker/PitchTracker.vcxproj.filters
@@ -22,6 +22,12 @@
     <Filter Include="Headerdateien\performous\libda">
       <UniqueIdentifier>{d71782a0-47fc-4fe1-8569-0a0ce8fe9b45}</UniqueIdentifier>
     </Filter>
+    <Filter Include="Quelldateien\dywapitchtrack">
+      <UniqueIdentifier>{e8eab624-6cc3-42db-93d9-575aaeff06f7}</UniqueIdentifier>
+    </Filter>
+    <Filter Include="Headerdateien\dywapitchtrack">
+      <UniqueIdentifier>{2a09cee1-51b7-4c24-aa9f-32bec53c3a36}</UniqueIdentifier>
+    </Filter>
   </ItemGroup>
   <ItemGroup>
     <ClCompile Include="PitchWrapper.cpp">
@@ -36,6 +42,15 @@
     <ClCompile Include="ptAKF.cpp">
       <Filter>Quelldateien</Filter>
     </ClCompile>
+    <ClCompile Include="dywapitchtrack\ptDyWa.cpp">
+      <Filter>Quelldateien\dywapitchtrack</Filter>
+    </ClCompile>
+    <ClCompile Include="dywapitchtrack\dywapitchtrack.cpp">
+      <Filter>Quelldateien\dywapitchtrack</Filter>
+    </ClCompile>
+    <ClCompile Include="Helper.cpp">
+      <Filter>Quelldateien</Filter>
+    </ClCompile>
   </ItemGroup>
   <ItemGroup>
     <ClInclude Include="compatibility.h">
@@ -56,6 +71,12 @@
     <ClInclude Include="ptAKF.h">
       <Filter>Headerdateien</Filter>
     </ClInclude>
+    <ClInclude Include="dywapitchtrack\dywapitchtrack.h">
+      <Filter>Headerdateien\dywapitchtrack</Filter>
+    </ClInclude>
+    <ClInclude Include="dywapitchtrack\ptDyWa.h">
+      <Filter>Headerdateien\dywapitchtrack</Filter>
+    </ClInclude>
   </ItemGroup>
   <ItemGroup>
     <None Include="performous\pitch.hh">
diff --git a/PitchTracker/PitchWrapper.cpp b/PitchTracker/PitchWrapper.cpp
index d0f6d1f4..ff6e4252 100644
--- a/PitchTracker/PitchWrapper.cpp
+++ b/PitchTracker/PitchWrapper.cpp
@@ -58,23 +58,23 @@ bool Analyzer_OutputFloat(Analyzer* analyzer, float* data, int sampleCt, float r
     return analyzer->output(data, data + sampleCt, rate);
 }
 
-DllExport PtAKF* PtAKF_Create(unsigned step){
+PtAKF* PtAKF_Create(unsigned step){
 	return new PtAKF(step);
 }
 
-DllExport void PtAKF_Free(PtAKF* analyzer){
+void PtAKF_Free(PtAKF* analyzer){
 	if(analyzer)
 		delete analyzer;
 }
 
-DllExport int PtAKF_GetNumHalfTones(){
+int PtAKF_GetNumHalfTones(){
 	return PtAKF::GetNumHalfTones();
 }
 
-DllExport void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt){
+void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt){
 	if(sampleCt <= 0 || !analyzer)
 		return;
-	short* dataShort = static_cast<short*>(static_cast<void*>(data));
+	//short* dataShort = static_cast<short*>(static_cast<void*>(data));
 	float* dataFloat = short2FloatArray(static_cast<short*>(static_cast<void*>(data)), sampleCt);
 	analyzer->input(dataFloat, dataFloat + sampleCt);
 	freeFloatArray(dataFloat);
@@ -82,12 +82,41 @@ DllExport void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt){
 	//analyzer->input(dataShort, dataShort + sampleCt);
 }
 
-DllExport int PtAKF_GetNote(PtAKF* analyzer, double* maxVolume, float* weights){
+int PtAKF_GetNote(PtAKF* analyzer, double* maxVolume, float* weights){
 	if(!analyzer)
 		return -1;
 	return analyzer->GetNote(maxVolume, weights);
 }
 
+PtDyWa* PtDyWa_Create(unsigned step){
+	return new PtDyWa(step);
+}
+
+void PtDyWa_Free(PtDyWa* analyzer){
+	if(analyzer)
+		delete analyzer;
+}
+
+void PtDyWa_InputByte(PtDyWa* analyzer, char* data, int sampleCt){
+	if(sampleCt <= 0 || !analyzer)
+		return;
+	float* dataFloat = short2FloatArray(static_cast<short*>(static_cast<void*>(data)), sampleCt);
+	analyzer->input(dataFloat, dataFloat + sampleCt);
+	freeFloatArray(dataFloat);
+}
+
+void PtDyWa_Process(PtDyWa* analyzer){
+	if(!analyzer)
+		return;
+	analyzer->Process();
+}
+
+double PtDyWa_GetNote(PtDyWa* analyzer){
+	if(!analyzer)
+		return -1;
+	return analyzer->GetNote();
+}
+
 /*
 namespace Native{
 	namespace PitchTracking{
diff --git a/PitchTracker/PitchWrapper.h b/PitchTracker/PitchWrapper.h
index 08f32eed..80c5cfa7 100644
--- a/PitchTracker/PitchWrapper.h
+++ b/PitchTracker/PitchWrapper.h
@@ -2,6 +2,7 @@
 
 #include "performous/pitch.hh"
 #include "ptAKF.h"
+#include "dywapitchtrack/ptDyWa.h"
 
 #define DllExport extern "C" __declspec(dllexport)
 
@@ -21,6 +22,12 @@ DllExport int PtAKF_GetNumHalfTones();
 DllExport void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt);
 DllExport int PtAKF_GetNote(PtAKF* analyzer, double* maxVolume, float* weights);
 
+DllExport PtDyWa* PtDyWa_Create(unsigned step);
+DllExport void PtDyWa_Free(PtDyWa* analyzer);
+DllExport void PtDyWa_InputByte(PtDyWa* analyzer, char* data, int sampleCt);
+DllExport void PtDyWa_Process(PtDyWa* analyzer);
+DllExport double PtDyWa_GetNote(PtDyWa* analyzer);
+
 /*
 public ref class CTone {
 public:
diff --git a/PitchTracker/dywapitchtrack/DOCUMENTATION.txt b/PitchTracker/dywapitchtrack/DOCUMENTATION.txt
new file mode 100644
index 00000000..7c064fe7
--- /dev/null
+++ b/PitchTracker/dywapitchtrack/DOCUMENTATION.txt
@@ -0,0 +1,29 @@
+
+dywapitchtrack pitch tracking library
+Documentation
+
+The dywapitchtrack library computes the pitch of an audio stream in real time. The pitch is the main frequency of the waveform (the 'note' being played or sung). It is expressed as a float in Hz.
+
+Unlike the human ear, pitch detection is difficult to achieve for computers. Many algorithms have been designed and experimented, but there is no 'best' algorithm. They all depend on the context and the tradeoffs acceptable in terms of speed and latency. The context includes the quality and 'cleanness' of the audio : obviously polyphonic sounds (multiple instruments playing different notes at the same time) are extremely difficult to track, percussive or noisy audio has no pitch, most real-life audio have some noisy moments, some instruments have a lot of harmonics, etc...
+
+The dywapitchtrack is based on a custom-tailored algorithm which is of very high quality: both very accurate (precision < 0.05 semitones), very low latency (< 23 ms) and very low error rate. It has been thoroughly tested on human voice.
+
+It can best be described as a dynamic wavelet algorithm (dywa):
+
+The heart of the algorithm is a very powerful wavelet algorithm, described in a paper by Eric Larson and Ross Maddox :
+"Real-Time Time-Domain Pitch Tracking Using Wavelets" http://online.physics.uiuc.edu/courses/phys406/NSF_REU_Reports/2005_reu/Real-Time_Time-Domain_Pitch_Tracking_Using_Wavelets.pdf
+
+This central algorithm has been improved by adding dynamic tracking, to reduce the common problems of frequency-halving and voiced/unvoiced errors. This dynamic tracking explains the need for a tracking structure (dywapitchtracker). The dynamic tracking assumes that the main function dywapitch_computepitch is called repeatedly, as it follows the pitch over time and makes assumptions about human voice capabilities and reallife conditions (as documented inside the code).
+
+Note : The algorithm currently assumes a 44100Hz audio sampling rate. If you use a different samplerate, you can just multiply the resulting pitch by the ratio between your samplerate and 44100.
+
+See the dywapitchtrack.h file for the library API documentation.
+
+History :
+This algorithm has been designed during a mission for a customer. As I had kept the author's rights on the source code, I eventually decided to make this code public and open source, because it is of really high quality. This algorithms has been extensibely tested, especially it has been included in an Adobe Director Xtra (plugin), asPitchDetect Xtra, that has been distributed widely for a few years.
+
+I hope that it can be used with pleasure and efficiency in your project.
+
+Thank you
+Antoine Schmitt April 2010
+
diff --git a/PitchTracker/dywapitchtrack/README.txt b/PitchTracker/dywapitchtrack/README.txt
new file mode 100644
index 00000000..db8bfbcc
--- /dev/null
+++ b/PitchTracker/dywapitchtrack/README.txt
@@ -0,0 +1,43 @@
+dywapitchtrack
+Dynamic Wavelet Algorithm Pitch Tracking library
+
+Copyright (c) 2010 Antoine Schmitt as@schmittmachine.com
+
+-- Documentation
+
+See the dywapitchtrack.h file for the library API documentation.
+
+
+-- Version history
+
+Inital release : Antoine Schmitt April 2010
+jan 2012 : Minor update : changed the link to the Eric Larson and Ross Maddox paper
+apr 2012 : Included the SpeakHere iPhone app example
+
+-- Building, Installing
+
+- the algorithm can be included directly in your project by including the .h and .c files. 
+- the iPhone/dywapitchtrack.xcodeproj builds an iPhone static library, against which one can statically link an iPhone application.
+
+
+-- MIT open source licence
+ 
+ Copyright (c) 2010 Antoine Schmitt
+  
+ Permission is hereby granted, free of charge, to any person obtaining a copy
+ of this software and associated documentation files (the "Software"), to deal
+ in the Software without restriction, including without limitation the rights
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the Software is
+ furnished to do so, subject to the following conditions:
+ 
+ The above copyright notice and this permission notice shall be included in
+ all copies or substantial portions of the Software.
+ 
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ THE SOFTWARE.
diff --git a/PitchTracker/dywapitchtrack/dywapitchtrack.cpp b/PitchTracker/dywapitchtrack/dywapitchtrack.cpp
new file mode 100644
index 00000000..f4c6e653
--- /dev/null
+++ b/PitchTracker/dywapitchtrack/dywapitchtrack.cpp
@@ -0,0 +1,448 @@
+/* dywapitchtrack.c
+ 
+ Dynamic Wavelet Algorithm Pitch Tracking library
+ Released under the MIT open source licence
+  
+ Copyright (c) 2010 Antoine Schmitt
+ 
+ Permission is hereby granted, free of charge, to any person obtaining a copy
+ of this software and associated documentation files (the "Software"), to deal
+ in the Software without restriction, including without limitation the rights
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the Software is
+ furnished to do so, subject to the following conditions:
+ 
+ The above copyright notice and this permission notice shall be included in
+ all copies or substantial portions of the Software.
+ 
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ THE SOFTWARE.
+*/
+
+#include "dywapitchtrack.h"
+#include <math.h>
+#include <stdlib.h>
+#include <string.h> // for memset
+
+
+//**********************
+//       Utils
+//**********************
+
+#ifndef max
+#define max(x, y) ((x) > (y)) ? (x) : (y)
+#endif
+#ifndef min
+#define min(x, y) ((x) < (y)) ? (x) : (y)
+#endif
+
+// returns 1 if power of 2
+int _power2p(int value) {
+	if (value == 0) return 1;
+	if (value == 2) return 1;
+	if (value & 0x1) return 0;
+	return (_power2p(value >> 1));
+}
+
+// count number of bits
+int _bitcount(int value) {
+	if (value == 0) return 0;
+	if (value == 1) return 1;
+	if (value == 2) return 2;
+	return _bitcount(value >> 1) + 1;
+}
+
+// closest power of 2 above or equal
+int _ceil_power2(int value) {
+	if (_power2p(value)) return value;
+	
+	if (value == 1) return 2;
+	int j, i = _bitcount(value);
+	int res = 1;
+	for (j = 0; j < i; j++) res <<= 1;
+	return res;
+}
+
+// closest power of 2 below or equal
+int _floor_power2(int value) {
+	if (_power2p(value)) return value;
+	return _ceil_power2(value)/2;
+}
+
+// abs value
+int _iabs(int x) {
+	if (x >= 0) return x;
+	return -x;
+}
+
+// 2 power
+int _2power(int i) {
+	int res = 1, j;
+	for (j = 0; j < i; j++) res <<= 1;
+	return res;
+}
+
+//******************************
+// the Wavelet algorithm itself
+//******************************
+
+int dywapitch_neededsamplecount(int minFreq) {
+	int nbSam = 3*44100/minFreq; // 1017. for 130 Hz
+	nbSam = _ceil_power2(nbSam); // 1024
+	return nbSam;
+}
+
+typedef struct _minmax {
+	int index;
+	struct _minmax *next;
+} minmax;
+
+double _dywapitch_computeWaveletPitch(double * samples, int startsample, int samplecount) {
+	double pitchF = 0.0;
+	
+	int i, j;
+	double si, si1;
+	
+	// must be a power of 2
+	samplecount = _floor_power2(samplecount);
+	
+	double *sam = (double *)malloc(sizeof(double)*samplecount);
+	memcpy(sam, samples + startsample, sizeof(double)*samplecount);
+	int curSamNb = samplecount;
+	
+	int *distances = (int *)malloc(sizeof(int)*samplecount);
+	int *mins = (int *)malloc(sizeof(int)*samplecount);
+	int *maxs = (int *)malloc(sizeof(int)*samplecount);
+	int nbMins, nbMaxs;
+	
+	// algorithm parameters
+	int maxFLWTlevels = 6;
+	double maxF = 3000.;
+	int differenceLevelsN = 3;
+	double maximaThresholdRatio = 0.75;
+	
+	double ampltitudeThreshold;  
+	double theDC = 0.0;
+	
+	{ // compute ampltitudeThreshold and theDC
+		//first compute the DC and maxAMplitude
+		double maxValue = 0.0;
+		double minValue = 0.0;
+		for (i = 0; i < samplecount;i++) {
+			si = sam[i];
+			theDC = theDC + si;
+			if (si > maxValue) maxValue = si;
+			if (si < minValue) minValue = si;
+		}
+		theDC = theDC/samplecount;
+		maxValue = maxValue - theDC;
+		minValue = minValue - theDC;
+		double amplitudeMax = (maxValue > -minValue ? maxValue : -minValue);
+		
+		ampltitudeThreshold = amplitudeMax*maximaThresholdRatio;
+		//asLog("dywapitch theDC=%f ampltitudeThreshold=%f\n", theDC, ampltitudeThreshold);
+		
+	}
+	
+	// levels, start without downsampling..
+	int curLevel = 0;
+	double curModeDistance = -1.;
+	int delta;
+	
+	while(1) {
+		
+		// delta
+		delta = static_cast<int>(44100./(_2power(curLevel)*maxF));
+		//("dywapitch doing level=%ld delta=%ld\n", curLevel, delta);
+		
+		if (curSamNb < 2) goto cleanup;
+		
+		// compute the first maximums and minumums after zero-crossing
+		// store if greater than the min threshold
+		// and if at a greater distance than delta
+		double dv, previousDV = -1000;
+		nbMins = nbMaxs = 0;   
+		int lastMinIndex = -1000000;
+		int lastmaxIndex = -1000000;
+		int findMax = 0;
+		int findMin = 0;
+		for (i = 2; i < curSamNb; i++) {
+			si = sam[i] - theDC;
+			si1 = sam[i-1] - theDC;
+			
+			if (si1 <= 0 && si > 0) findMax = 1;
+			if (si1 >= 0 && si < 0) findMin = 1;
+			
+			// min or max ?
+			dv = si - si1;
+			
+			if (previousDV > -1000) {
+				
+				if (findMin && previousDV < 0 && dv >= 0) { 
+					// minimum
+					if (fabs(si) >= ampltitudeThreshold) {
+						if (i > lastMinIndex + delta) {
+							mins[nbMins++] = i;
+							lastMinIndex = i;
+							findMin = 0;
+							//if DEBUGG then put "min ok"&&si
+							//
+						} else {
+							//if DEBUGG then put "min too close to previous"&&(i - lastMinIndex)
+							//
+						}
+					} else {
+						// if DEBUGG then put "min "&abs(si)&" < thresh = "&ampltitudeThreshold
+						//--
+					}
+				}
+				
+				if (findMax && previousDV > 0 && dv <= 0) {
+					// maximum
+					if (fabs(si) >= ampltitudeThreshold) {
+						if (i > lastmaxIndex + delta) {
+							maxs[nbMaxs++] = i;
+							lastmaxIndex = i;
+							findMax = 0;
+						} else {
+							//if DEBUGG then put "max too close to previous"&&(i - lastmaxIndex)
+							//--
+						}
+					} else {
+						//if DEBUGG then put "max "&abs(si)&" < thresh = "&ampltitudeThreshold
+						//--
+					}
+				}
+			}
+			
+			previousDV = dv;
+		}
+		
+		if (nbMins == 0 && nbMaxs == 0) {
+			// no best distance !
+			//asLog("dywapitch no mins nor maxs, exiting\n");
+			
+			// if DEBUGG then put "no mins nor maxs, exiting"
+			goto cleanup;
+		}
+		//if DEBUGG then put count(maxs)&&"maxs &"&&count(mins)&&"mins"
+		
+		// maxs = [5, 20, 100,...]
+		// compute distances
+		int d;
+		memset(distances, 0, samplecount*sizeof(int));
+		for (i = 0 ; i < nbMins ; i++) {
+			for (j = 1; j < differenceLevelsN; j++) {
+				if (i+j < nbMins) {
+					d = _iabs(mins[i] - mins[i+j]);
+					//asLog("dywapitch i=%ld j=%ld d=%ld\n", i, j, d);
+					distances[d] = distances[d] + 1;
+				}
+			}
+		}
+		for (i = 0 ; i < nbMaxs ; i++) {
+			for (j = 1; j < differenceLevelsN; j++) {
+				if (i+j < nbMaxs) {
+					d = _iabs(maxs[i] - maxs[i+j]);
+					//asLog("dywapitch i=%ld j=%ld d=%ld\n", i, j, d);
+					distances[d] = distances[d] + 1;
+				}
+			}
+		}
+		
+		// find best summed distance
+		int bestDistance = -1;
+		int bestValue = -1;
+		for (i = 0; i< curSamNb; i++) {
+			int summed = 0;
+			for (j = -delta ; j <= delta ; j++) {
+				if (i+j >=0 && i+j < curSamNb)
+					summed += distances[i+j];
+			}
+			//asLog("dywapitch i=%ld summed=%ld bestDistance=%ld\n", i, summed, bestDistance);
+			if (summed == bestValue) {
+				if (i == 2*bestDistance)
+					bestDistance = i;
+				
+			} else if (summed > bestValue) {
+				bestValue = summed;
+				bestDistance = i;
+			}
+		}
+		//asLog("dywapitch bestDistance=%ld\n", bestDistance);
+		
+		// averaging
+		double distAvg = 0.0;
+		double nbDists = 0;
+		for (j = -delta ; j <= delta ; j++) {
+			if (bestDistance+j >=0 && bestDistance+j < samplecount) {
+				int nbDist = distances[bestDistance+j];
+				if (nbDist > 0) {
+					nbDists += nbDist;
+					distAvg += (bestDistance+j)*nbDist;
+				}
+			}
+		}
+		// this is our mode distance !
+		distAvg /= nbDists;
+		//asLog("dywapitch distAvg=%f\n", distAvg);
+		
+		// continue the levels ?
+		if (curModeDistance > -1.) {
+			double similarity = fabs(distAvg*2 - curModeDistance);
+			if (similarity <= 2*delta) {
+				//if DEBUGG then put "similarity="&similarity&&"delta="&delta&&"ok"
+ 				//asLog("dywapitch similarity=%f OK !\n", similarity);
+				// two consecutive similar mode distances : ok !
+				pitchF = 44100./(_2power(curLevel-1)*curModeDistance);
+				goto cleanup;
+			}
+			//if DEBUGG then put "similarity="&similarity&&"delta="&delta&&"not"
+		}
+		
+		// not similar, continue next level
+		curModeDistance = distAvg;
+		
+		curLevel = curLevel + 1;
+		if (curLevel >= maxFLWTlevels) {
+			// put "max levels reached, exiting"
+ 			//asLog("dywapitch max levels reached, exiting\n");
+			goto cleanup;
+		}
+		
+		// downsample
+		if (curSamNb < 2) {
+ 			//asLog("dywapitch not enough samples, exiting\n");
+			goto cleanup;
+		}
+		for (i = 0; i < curSamNb/2; i++) {
+			sam[i] = (sam[2*i] + sam[2*i + 1])/2.;
+		}
+		curSamNb /= 2;
+	}
+	
+	///
+cleanup:
+	free(distances);
+	free(mins);
+	free(maxs);
+	free(sam);
+	
+	return pitchF;
+}
+
+// ***********************************
+// the dynamic postprocess
+// ***********************************
+
+/***
+It states: 
+ - a pitch cannot change much all of a sudden (20%) (impossible humanly,
+ so if such a situation happens, consider that it is a mistake and drop it. 
+ - a pitch cannot double or be divided by 2 all of a sudden : it is an
+ algorithm side-effect : divide it or double it by 2. 
+ - a lonely voiced pitch cannot happen, nor can a sudden drop in the middle
+ of a voiced segment. Smooth the plot. 
+***/
+
+double _dywapitch_dynamicprocess(dywapitchtracker *pitchtracker, double pitch) {
+	
+	// equivalence
+	if (pitch == 0.0) pitch = -1.0;
+	
+	//
+	double estimatedPitch = -1;
+	double acceptedError = 0.2f;
+	int maxConfidence = 5;
+	
+	if (pitch != -1) {
+		// I have a pitch here
+		
+		if (pitchtracker->_prevPitch == -1) {
+			// no previous
+			estimatedPitch = pitch;
+			pitchtracker->_prevPitch = pitch;
+			pitchtracker->_pitchConfidence = 1;
+			
+		} else if (abs(pitchtracker->_prevPitch - pitch)/pitch < acceptedError) {
+			// similar : remember and increment pitch
+			pitchtracker->_prevPitch = pitch;
+			estimatedPitch = pitch;
+			pitchtracker->_pitchConfidence = min(maxConfidence, pitchtracker->_pitchConfidence + 1); // maximum 3
+			
+		} else if ((pitchtracker->_pitchConfidence >= maxConfidence-2) && abs(pitchtracker->_prevPitch - 2.*pitch)/(2.*pitch) < acceptedError) {
+			// close to half the last pitch, which is trusted
+			estimatedPitch = 2.*pitch;
+			pitchtracker->_prevPitch = estimatedPitch;
+			
+		} else if ((pitchtracker->_pitchConfidence >= maxConfidence-2) && abs(pitchtracker->_prevPitch - 0.5*pitch)/(0.5*pitch) < acceptedError) {
+			// close to twice the last pitch, which is trusted
+			estimatedPitch = 0.5*pitch;
+			pitchtracker->_prevPitch = estimatedPitch;
+			
+		} else {
+			// nothing like this : very different value
+			if (pitchtracker->_pitchConfidence >= 1) {
+				// previous trusted : keep previous
+				estimatedPitch = pitchtracker->_prevPitch;
+				pitchtracker->_pitchConfidence = max(0, pitchtracker->_pitchConfidence - 1);
+			} else {
+				// previous not trusted : take current
+				estimatedPitch = pitch;
+				pitchtracker->_prevPitch = pitch;
+				pitchtracker->_pitchConfidence = 1;
+			}
+		}
+		
+	} else {
+		// no pitch now
+		if (pitchtracker->_prevPitch != -1) {
+			// was pitch before
+			if (pitchtracker->_pitchConfidence >= 1) {
+				// continue previous
+				estimatedPitch = pitchtracker->_prevPitch;
+				pitchtracker->_pitchConfidence = max(0, pitchtracker->_pitchConfidence - 1);
+			} else {
+				pitchtracker->_prevPitch = -1;
+				estimatedPitch = -1.;
+				pitchtracker->_pitchConfidence = 0;
+			}
+		}
+	}
+	
+	// put "_pitchConfidence="&pitchtracker->_pitchConfidence
+	if (pitchtracker->_pitchConfidence >= 1) {
+		// ok
+		pitch = estimatedPitch;
+	} else {
+		pitch = -1;
+	}
+	
+	// equivalence
+	if (pitch == -1) pitch = 0.0;
+	
+	return pitch;
+}
+
+
+// ************************************
+// the API main entry points
+// ************************************
+
+void dywapitch_inittracking(dywapitchtracker *pitchtracker) {
+	pitchtracker->_prevPitch = -1.;
+	pitchtracker->_pitchConfidence = -1;
+}
+
+double dywapitch_computepitch(dywapitchtracker *pitchtracker, double * samples, int startsample, int samplecount) {
+	double raw_pitch = _dywapitch_computeWaveletPitch(samples, startsample, samplecount);
+	return _dywapitch_dynamicprocess(pitchtracker, raw_pitch);
+}
+
+
+
diff --git a/PitchTracker/dywapitchtrack/dywapitchtrack.h b/PitchTracker/dywapitchtrack/dywapitchtrack.h
new file mode 100644
index 00000000..39aeb38d
--- /dev/null
+++ b/PitchTracker/dywapitchtrack/dywapitchtrack.h
@@ -0,0 +1,110 @@
+/* dywapitchtrack.h
+ 
+ Dynamic Wavelet Algorithm Pitch Tracking library
+ Released under the MIT open source licence
+ 
+ Copyright (c) 2010 Antoine Schmitt
+  
+ Permission is hereby granted, free of charge, to any person obtaining a copy
+ of this software and associated documentation files (the "Software"), to deal
+ in the Software without restriction, including without limitation the rights
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ copies of the Software, and to permit persons to whom the Software is
+ furnished to do so, subject to the following conditions:
+ 
+ The above copyright notice and this permission notice shall be included in
+ all copies or substantial portions of the Software.
+ 
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+ THE SOFTWARE.
+*/
+
+/* Documentation
+ 
+ The dywapitchtrack library computes the pitch of an audio stream in real time.
+ 
+ The pitch is the main frequency of the waveform (the 'note' being played or sung).
+ It is expressed as a float in Hz.
+ 
+ Unlike the human ear, pitch detection is difficult to achieve for computers. Many
+ algorithms have been designed and experimented, but there is no 'best' algorithm.
+ They all depend on the context and the tradeoffs acceptable in terms of speed and
+ latency. The context includes the quality and 'cleanness' of the audio : obviously
+ polyphonic sounds (multiple instruments playing different notes at the same time)
+ are extremely difficult to track, percussive or noisy audio has no pitch, most
+ real-life audio have some noisy moments, some instruments have a lot of harmonics,
+ etc...
+ 
+ The dywapitchtrack is based on a custom-tailored algorithm which is of very high quality:
+ both very accurate (precision < 0.05 semitones), very low latency (< 23 ms) and
+ very low error rate. It has been  thoroughly tested on human voice.
+ 
+ It can best be described as a dynamic wavelet algorithm (dywa):
+ 
+ The heart of the algorithm is a very powerful wavelet algorithm, described in a paper
+ by Eric Larson and Ross Maddox : "Real-Time Time-Domain Pitch Tracking Using Wavelets"
+ http://online.physics.uiuc.edu/courses/phys498pom/NSF_REU_Reports/2005_reu/Real-Time_Time-Domain_Pitch_Tracking_Using_Wavelets.pdf
+ 
+ This central algorithm has been improved by adding dynamic tracking, to reduce the
+ common problems of frequency-halving and voiced/unvoiced errors. This dynamic tracking
+ explains the need for a tracking structure (dywapitchtracker). The dynamic tracking assumes
+ that the main function dywapitch_computepitch is called repeatedly, as it follows the pitch
+ over time and makes assumptions about human voice capabilities and reallife conditions
+ (as documented inside the code).
+ 
+ Note : The algorithm currently assumes a 44100Hz audio sampling rate. If you use a different
+ samplerate, you can just multiply the resulting pitch by the ratio between your samplerate and 44100.
+*/
+
+/* Usage
+
+ // Allocate your audio buffers and start the audio stream.
+ // Allocate a 'dywapitchtracker' structure.
+ // Start the pitch tracking by calling 'dywapitch_inittracking'.
+ dywapitchtracker pitchtracker;
+ dywapitch_inittracking(&pitchtracker);
+ 
+ // For each available audio buffer, call 'dywapitch_computepitch'
+ double thepitch = dywapitch_computepitch(&pitchtracker, samples, start, count);
+ 
+*/
+
+#ifndef dywapitchtrack__H
+#define dywapitchtrack__H
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+// structure to hold tracking data
+typedef struct _dywapitchtracker {
+	double	_prevPitch;
+	int		_pitchConfidence;
+} dywapitchtracker;
+
+// returns the number of samples needed to compute pitch for fequencies equal and above the given minFreq (in Hz)
+// useful to allocate large enough audio buffer 
+// ex : for frequencies above 130Hz, you need 1024 samples (assuming a 44100 Hz samplerate)
+int dywapitch_neededsamplecount(int minFreq);
+
+// call before computing any pitch, passing an allocated dywapitchtracker structure
+void dywapitch_inittracking(dywapitchtracker *pitchtracker);
+
+// computes the pitch. Pass the inited dywapitchtracker structure
+// samples : a pointer to the sample buffer
+// startsample : the index of the first sample to use in the sample buffer
+// samplecount : the number of samples to use to compte the pitch
+// return 0.0 if no pitch was found (sound too low, noise, etc..)
+double dywapitch_computepitch(dywapitchtracker *pitchtracker, double * samples, int startsample, int samplecount);
+
+#ifdef __cplusplus
+} // extern "C"
+#endif
+
+#endif
+
diff --git a/PitchTracker/dywapitchtrack/ptDyWa.cpp b/PitchTracker/dywapitchtrack/ptDyWa.cpp
new file mode 100644
index 00000000..fa3ab4f0
--- /dev/null
+++ b/PitchTracker/dywapitchtrack/ptDyWa.cpp
@@ -0,0 +1,27 @@
+#include "ptDyWa.h"
+#include "../Helper.h"
+
+
+PtDyWa::PtDyWa(unsigned step){
+	_Step = step;
+	dywapitch_inittracking(&_State);
+}
+
+void PtDyWa::Process(){
+	double AnaylsisBuf[_SampleCt];
+	size_t size = _AnalysisBuf.size();
+	if(size > _SampleCt)
+		_AnalysisBuf.pop(size - _SampleCt);
+	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt))
+		return;
+	_AnalysisBuf.pop(_Step);
+	double pitch = dywapitch_computepitch(&_State, AnaylsisBuf,0,_SampleCt);
+	if(pitch == 0.0)
+		_LastNote = -1;
+	else
+		_LastNote = FreqToNote(pitch);
+}
+
+double PtDyWa::GetNote(){
+	return _LastNote;
+}
\ No newline at end of file
diff --git a/PitchTracker/dywapitchtrack/ptDyWa.h b/PitchTracker/dywapitchtrack/ptDyWa.h
new file mode 100644
index 00000000..c66e1ac7
--- /dev/null
+++ b/PitchTracker/dywapitchtrack/ptDyWa.h
@@ -0,0 +1,22 @@
+#pragma once
+#include "../performous/pitch.hh"
+#include "dywapitchtrack.h"
+
+class PtDyWa{
+public:
+	PtDyWa(unsigned step);
+
+	/** Add input data to buffer. This is thread-safe (against other functions). **/
+	template <typename InIt> void input(InIt begin, InIt end) {
+		_AnalysisBuf.insert(begin, end);
+	}
+
+	void Process();
+	double GetNote();
+private:
+	dywapitchtracker _State;
+	constexpr static size_t _SampleCt = 2048;
+	RingBuffer<_SampleCt * 2> _AnalysisBuf;
+	unsigned _Step;
+	double _LastNote;
+};
\ No newline at end of file
diff --git a/PitchTracker/performous/pitch.cc b/PitchTracker/performous/pitch.cc
index 760dc9dc..a8453764 100644
--- a/PitchTracker/performous/pitch.cc
+++ b/PitchTracker/performous/pitch.cc
@@ -139,7 +139,7 @@ void Analyzer::calcTones() {
 		double delta = phase - m_fftLastPhase[k];
 		m_fftLastPhase[k] = static_cast<float>(phase);
 		delta -= k * phaseStep;  // subtract expected phase difference
-		delta = remainder(delta, 2.0 * M_PI);  // map delta phase into +/- M_PI interval
+		delta = remainder(delta, M_PI);  // map delta phase into +/- M_PI interval
 		delta /= phaseStep;  // calculate diff from bin center frequency
 		double freq = (k + delta) * freqPerBin;  // calculate the true frequency
 		if (freq > 1.0 && magnitude > minMagnitude) {
@@ -164,15 +164,16 @@ void Analyzer::calcTones() {
 		int bestScore = 0;
 		for (std::size_t div = 2; div <= Tone::MAXHARM && k / div > 1; ++div) {
 			double freq = peaks[k].freq / div; // Fundamental
+			double db = peaks[k].db;
 			int score = 0;
 			for (std::size_t n = 1; n < div && n < 8; ++n) {
 				Peak& p = match(peaks, k * n / div);
 				--score;
-				if (p.db < -90.0 || std::abs(p.freq / n / freq - 1.0) > .03) continue;
-				if (n == 1) score += 4; // Extra for fundamental
+				if (std::abs(p.db/db - 1.0) > 0.4 || std::abs(p.freq / n / freq - 1.0) > .04) continue;
+				if (n == 1) score += 1; // Extra for fundamental
 				score += 2;
 			}
-			if (score > bestScore) {
+			if (score >= bestScore) {
 				bestScore = score;
 				bestDiv = div;
 			}
@@ -185,12 +186,11 @@ void Analyzer::calcTones() {
 		for (std::size_t n = 1; n <= bestDiv; ++n) {
 			// Find the peak for n'th harmonic
 			Peak& p = match(peaks, k * n / bestDiv);
-			if (std::abs(p.freq / n / freq - 1.0) > .03) continue; // Does it match the fundamental freq?
-			if (p.db > t.db - 10.0) {
-				t.db = std::max(t.db, p.db);
-				++count;
-				t.freq += p.freq / n;
-			}
+			if (std::abs(p.freq / n / freq - 1.0) > .04) continue; // Does it match the fundamental freq?
+			if (std::abs(p.db/t.db - 1.0) > 0.4) continue;
+			t.db = std::max(t.db, p.db);
+			++count;
+			t.freq += p.freq / n;
 			t.harmonics[n - 1] = p.db;
 			p.clear();
 		}
diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index d8a73088..be84893b 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -13,23 +13,37 @@
 // You should have received a copy of the GNU General Public License
 // along with Vocaluxe. If not, see <http://www.gnu.org/licenses/>.
 
+#define _USE_MATH_DEFINES
 #include "ptAKF.h"
-#include <math.h>
+#include <cmath>
 
 static constexpr double BaseToneFrequency = 65.4064; // lowest (half-)tone to analyze (C2 = 65.4064 Hz)
 static constexpr double HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBase^12 = 2 (one octave)
 int PtAKF::_InitCount = 0;
-float* PtAKF::_SamplesPerPeriodPerTone = NULL;
+float* restrict PtAKF::_SamplesPerPeriodPerTone = NULL;
+float* restrict PtAKF::_SamplesPerPeriodPerToneFine = NULL;
+float* restrict PtAKF::_Window = NULL;
+
+double GetFrequencyFromTone(double toneIndex){
+	return BaseToneFrequency * pow(HalftoneBase, toneIndex);
+}
 
 PtAKF::PtAKF(unsigned step){
 	_InitCount++;
 	if(_InitCount == 1){
 		_SamplesPerPeriodPerTone = new float[_MaxHalfTone + 1 + _HalfTonesAdd];
+		_SamplesPerPeriodPerToneFine = new float[(_MaxHalfTone + 1 + _HalfTonesAdd) * 2];
 		//Init Array to avoid costly calculations
 		for (int toneIndex = 0; toneIndex <= _MaxHalfTone + _HalfTonesAdd; toneIndex++)
 		{
-			double freq = BaseToneFrequency * pow(HalftoneBase, toneIndex);
-			_SamplesPerPeriodPerTone[toneIndex] = static_cast<float>(44100.0 / freq); // samples in one period
+			_SamplesPerPeriodPerTone[toneIndex] = static_cast<float>(44100.0 / GetFrequencyFromTone(toneIndex)); // samples in one period
+			_SamplesPerPeriodPerToneFine[2 * toneIndex] = static_cast<float>(44100.0 / GetFrequencyFromTone(toneIndex - 1./3.)); // samples for a bit below exact frequency
+			_SamplesPerPeriodPerToneFine[2 * toneIndex + 1] = static_cast<float>(44100.0 / GetFrequencyFromTone(toneIndex + 1./3.)); // samples for a bit above exact frequency
+		}
+		_Window = new float[_SampleCt];
+		double cosMult = 2. * M_PI / (_SampleCt - 1.); //To simplify and speed up
+		for (int i = 0; i < _SampleCt; i++) {
+			_Window[i] = static_cast<float>(0.54 - 0.46 * cos(i * cosMult));
 		}
 	}
 	_Step = step;
@@ -40,10 +54,12 @@ PtAKF::~PtAKF(){
 	if(!_InitCount){
 		delete[] _SamplesPerPeriodPerTone;
 		_SamplesPerPeriodPerTone = NULL;
+		delete[] _SamplesPerPeriodPerToneFine;
+		_SamplesPerPeriodPerToneFine = NULL;
 	}
 }
 
-int PtAKF::GetNote(double* maxVolume, float* weights){
+int PtAKF::GetNote(double* restrict maxVolume, float* restrict weights){
 	float AnaylsisBuf[_SampleCt];
 	size_t size = _AnalysisBuf.size();
 	if(size > _SampleCt)
@@ -54,9 +70,37 @@ int PtAKF::GetNote(double* maxVolume, float* weights){
 	return _GetNote(AnaylsisBuf, maxVolume, weights);
 }
 
-int PtAKF::_GetNote(float* samples, double* maxVolume, float* weights){
+void PtAKF::InitPeaks(SPeak peaks[_MaxPeaks]){
+	for(int i = 0; i < _MaxPeaks; i++){
+		peaks[i].toneIndex = -1;
+		peaks[i].weight = -9.f;
+	}
+}
+
+void PtAKF::AddPeak(SPeak peaks[], float curWeight, int toneIndex){
+	if(curWeight > peaks[0].weight){
+		int i;
+		for(i = 1; i < _MaxPeaks; i++){
+			if(curWeight < peaks[i].weight){
+				peaks[i-1].toneIndex = toneIndex;
+				peaks[i-1].weight = curWeight;
+				break;
+			}else{
+				peaks[i-1] = peaks[i];
+			}
+		}
+		if(i == _MaxPeaks){
+			peaks[i-1].toneIndex = toneIndex;
+			peaks[i-1].weight = curWeight;
+		}
+	}
+}
+
+int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float* restrict weights){
+	// Calculate maximum volume
+
 	float maxVolumeL = 0;
-	for(int i = 0; i < _SampleCt; i++){
+	for(int i = _SampleCt / 2; i < _SampleCt; i++){
 		float vol = abs(samples[i]);
 		if(vol > maxVolumeL)
 			maxVolumeL = vol;
@@ -64,15 +108,14 @@ int PtAKF::_GetNote(float* samples, double* maxVolume, float* weights){
 	//maxVolumeL /= 32767.;
 	*maxVolume = maxVolumeL;
 
-	//Scale the samples to have a peak of 1 to better decide between voiced/unvoiced
-	//float scaleVal = 1 / maxVolumeL;
-	//for(int i = 0; i < _SampleCt; i++){
-	//	samples[i] *= scaleVal;
-	//}
+	for(int i = 0; i < _SampleCt; i++){
+		samples[i] *= _Window[i];
+	}
 
-	float maxWeight = -1;
-	float minWeight = 1;
-	int maxTone = -1;
+	// Now analyze the samples and get peaks at the most appropriate tones
+
+	SPeak peaks[_MaxPeaks];
+	InitPeaks(peaks);
 
 	//Attention: We have a peak at lag 0 that might stretch that far, that we detect a wrong "peak" at _MaxHalfTone
 	//Because of that we filter out all tones that are past the last zero crossing from below but keep tones with decreasing weights (going towards zero crossing from above)
@@ -80,16 +123,9 @@ int PtAKF::_GetNote(float* samples, double* maxVolume, float* weights){
 	float lastWeight = 1.f;
 	for (int toneIndex = _MinHalfTone; toneIndex <= _MaxHalfTone; toneIndex++)
 	{
-		float curWeight = _AnalyzeToneFunc(samples, toneIndex);
+		float curWeight = _AnalyzeByTone(samples, toneIndex);
 
-		if (curWeight > maxWeight)
-		{
-			maxWeight = curWeight;
-			maxTone = toneIndex;
-		}
-
-		if (curWeight < minWeight)
-			minWeight = curWeight;
+		AddPeak(peaks, curWeight, toneIndex);
 
 		weights[toneIndex - _MinHalfTone] = curWeight;
 
@@ -99,54 +135,96 @@ int PtAKF::_GetNote(float* samples, double* maxVolume, float* weights){
 		lastWeight = curWeight;
 	}
 
-	if(maxTone==_MaxHalfTone){
+	// Now clear off the lag 0 peak if required
+
+	if(peaks[_MaxPeaks - 1].toneIndex ==_MaxHalfTone){
 		//We might have caught the lag 0 peak so go a bit further to check for other zero crossings (or we won't be able to detect _MaxHalfTone)
-		float lastWeight =  _FastAKF(samples, _SamplesPerPeriodPerTone[_MaxHalfTone]);
+		float lastWeight =  _AKFByTone(samples, _MaxHalfTone);
 		for(int toneIndex = _MaxHalfTone+1; toneIndex <= _MaxHalfTone + _HalfTonesAdd; toneIndex++){
-			float curWeight = _FastAKF(samples, _SamplesPerPeriodPerTone[toneIndex]);
+			float curWeight = _AKFByTone(samples, toneIndex);
 			if(lastWeight > curWeight || (lastWeight > 0.f && curWeight <= 0.f)){
 				lastValidTone = toneIndex - 1;
 				break;
 			}
 			lastWeight = curWeight;
 		}
-		if(lastValidTone < maxTone){
-			maxWeight = -1.f;
-			minWeight = 1.f;
+		if(lastValidTone < peaks[_MaxPeaks - 1].toneIndex){
+			InitPeaks(peaks);
 			for(int toneIndex = _MinHalfTone; toneIndex <= lastValidTone; toneIndex++){
-				float curWeight = weights[toneIndex-_MinHalfTone];
-				if (curWeight > maxWeight)
-				{
-					maxWeight = curWeight;
-					maxTone = toneIndex;
-				}
-
-				if (curWeight < minWeight)
-					minWeight = curWeight;
+				AddPeak(peaks, weights[toneIndex - _MinHalfTone], toneIndex);
 			}
 			//Set all invalid weights to 0
 			for(int toneIndex = lastValidTone + 1;toneIndex < _MaxHalfTone; toneIndex++){
-				weights[toneIndex - _MinHalfTone]=0.f;
+				weights[toneIndex - _MinHalfTone] = 0.f;
 			}
 		}
 	}
 
-	float energy = _FastAKF(samples, 0);
-	float maxAKF = _FastAKF(samples, _SamplesPerPeriodPerTone[maxTone]);
-	//printf("%g %g\n",energy, maxAKF);
+	// Further analyze the found peaks and find the real maximum
+	// This is necessary because we may have our real peak a bit off the exact tone frequency
+	// and a 'wrong' peak that is exactly at another tone which might become higher than the one at the 'right' tone
+
+	int maxTone = peaks[_MaxPeaks - 1].toneIndex;
+	int maxToneFine = -1;
+	float maxWeight = peaks[_MaxPeaks - 1].weight;
+	for(int i = 0; i < _MaxPeaks; i++){
+		int toneIndex = peaks[i].toneIndex;
+		float curWeightCenter = peaks[i].weight;
+		float curWeightDown = _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerToneFine[toneIndex * 2]);
+		float curWeight;
+		int otherToneIndex;
+		int otherToneFineIndex;
+		if(curWeightDown > curWeightCenter){
+			otherToneIndex = toneIndex - 1;
+			otherToneFineIndex = 1;
+			curWeight = curWeightDown;
+		}else{
+			float curWeightUp = _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerToneFine[toneIndex * 2 + 1]);
+			if(curWeightUp > curWeightCenter){
+				otherToneIndex = (toneIndex < _MaxHalfTone)? toneIndex + 1: -1; // If the other tone is invalid just set it to -1 which will be skipped below
+				otherToneFineIndex = 0;
+				curWeight = curWeightUp;
+			}else
+				continue;
+		}
+		weights[toneIndex - _MinHalfTone] = curWeight;
+		if(curWeight > maxWeight){
+			maxTone = toneIndex;
+			maxToneFine = 1 - otherToneFineIndex;
+			maxWeight = curWeight;
+		}
+
+		// Now check also neighbouring tone
+		if(otherToneIndex > 0){
+			float curWeightOther = _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerToneFine[otherToneIndex * 2 + otherToneFineIndex]);
+			if(curWeightOther > weights[otherToneIndex - _MinHalfTone]){
+				weights[otherToneIndex - _MinHalfTone] = curWeightOther;
+				if(curWeightOther > maxWeight){
+					maxTone = otherToneIndex;
+					maxToneFine = otherToneFineIndex;
+					maxWeight = curWeightOther;
+				}
+			}
+		}
+	}
+
+	float energy = _AKFBySampleCt(samples, 0);
+	float maxAKF = (maxToneFine < 0) ? _AKFByTone(samples, maxTone):_AKFBySampleCt(samples, _SamplesPerPeriodPerToneFine[maxTone * 2 + maxToneFine]);
+	float aa = _AKFByTone(samples, maxTone);
 
 	//if(maxWeight - minWeight > 0.025){
-	if(maxAKF >= 0.3 * energy){
+	if(maxAKF >= 0.4 * energy){
 		return maxTone;
 	}else return -1;
 }
 
-float PtAKF::_AnalyzeToneFunc(float* samples, int toneIndex){
-	// Use method by Kobayashi and Shimamura (2001): Combine AKF and AMDF to a new f(z)=AKF(z)/(AMDF(z)+k) with k=1
+float PtAKF::_AnalyzeByTone(float* restrict samples, int toneIndex){
+	return _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerTone[toneIndex]);
+}
 
-	float samplesPerPeriodD = _SamplesPerPeriodPerTone[toneIndex]; // samples in one period
+float PtAKF::_AnalyzeBySampleCt(float* restrict samples, float samplesPerPeriodD){
+	// Use method by Kobayashi and Shimamura (2001): Combine AKF and AMDF to a new f(z)=AKF(z)/(AMDF(z)+k) with k=1
 	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
-	int maxSampleCt = static_cast<int>(_SamplesPerPeriodPerTone[0]);
 	float fHigh = samplesPerPeriodD - samplesPerPeriod;
 	float fLow = 1.0f - fHigh;
 
@@ -174,11 +252,13 @@ float PtAKF::_AnalyzeToneFunc(float* samples, int toneIndex){
 	//{toneIndex}: {accumDistAKF} ; {accumDistAMDF}; {result}
 }
 
-float PtAKF::_FastAKF(float* samples, float samplesPerPeriodD){
-	// Do a fast, non-scaled AKF (used for Lag 0 peak removal)
+float PtAKF::_AKFByTone(float* restrict samples, int toneIndex){
+	return _AKFBySampleCt(samples, _SamplesPerPeriodPerTone[toneIndex]);
+}
 
+float PtAKF::_AKFBySampleCt(float* restrict samples, float samplesPerPeriodD){
+	// Do a fast, non-scaled AKF (used e.g. for Lag 0 peak removal)
 	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
-	int maxSampleCt = static_cast<int>(_SamplesPerPeriodPerTone[0]);
 	float fHigh = samplesPerPeriodD - samplesPerPeriod;
 	float fLow = 1.0f - fHigh;
 
diff --git a/PitchTracker/ptAKF.h b/PitchTracker/ptAKF.h
index 6d5fd609..688e04d0 100644
--- a/PitchTracker/ptAKF.h
+++ b/PitchTracker/ptAKF.h
@@ -1,6 +1,23 @@
 #pragma once
 #include "performous/pitch.hh"
 
+#if __STDC__ != 1
+#    define restrict __restrict
+#else
+#    ifndef __STDC_VERSION__
+#        define restrict __restrict
+#    else
+#        if __STDC_VERSION__ < 199901L
+#            define restrict __restrict
+#        endif
+#    endif
+#endif
+
+struct SPeak{
+	int toneIndex;
+	float weight;
+};
+
 // A pitch detection that is based on the AKF and AMDF (initially from original Vocaluxe/USDx)
 class PtAKF{
 public:
@@ -12,20 +29,31 @@ public:
 		_AnalysisBuf.insert(begin, end);
 	}
 
-	int GetNote(double* maxVolume, float* weights);
+	int GetNote(double* restrict maxVolume, float* restrict weights);
 	static int GetNumHalfTones(){ return _MaxHalfTone - _MinHalfTone + 1;}
+
 private:
 	static int _InitCount;
-	static float* _SamplesPerPeriodPerTone;
+	static float* restrict _SamplesPerPeriodPerTone;
+	// Use a 3 times finer resolution for exact peak detection
+	// So this array will store for each note the number of samples 1/3 below and up
+	// (cannot use halves as it would be ambiguous)
+	static float* restrict _SamplesPerPeriodPerToneFine;
+	static float* restrict _Window;
 	static constexpr int _MinHalfTone = 0;  //C2
 	static constexpr int _MaxHalfTone = 55;//47; //B5
 	static constexpr int _HalfTonesAdd = 4; //Additonal half tones to analyze to remove the peak at lag 0
+	static constexpr int _MaxPeaks = 3;
 
 	constexpr static size_t _SampleCt = 2048;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
 	unsigned _Step;
 
-	static int _GetNote(float* samples, double* maxVolume, float* weights);
-	static float _AnalyzeToneFunc(float* samples, int toneIndex);
-	static float _FastAKF(float* samples, float samplesPerPeriodD);
+	static int _GetNote(float* restrict samples, double* restrict maxVolume, float* restrict weights);
+	static float _AnalyzeBySampleCt(float* restrict samples, float samplesPerPeriodD);
+	static inline float _AnalyzeByTone(float* restrict samples, int toneIndex);
+	static float _AKFBySampleCt(float* restrict samples, float samplesPerPeriodD);
+	static inline float _AKFByTone(float* restrict samples, int toneIndex);
+	static inline void InitPeaks(SPeak peaks[_MaxPeaks]);
+	static inline void AddPeak(SPeak peaks[_MaxPeaks], float curWeight, int toneIndex);
 };
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs b/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
index e4e5807c..9f9529e3 100644
--- a/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
@@ -159,4 +159,69 @@ namespace Vocaluxe.Lib.Sound.Record
             GC.SuppressFinalize(this);
         }
     }
+
+    /// <summary>
+    /// Pitchtracker (Pt) that uses a dynamic wavelet (DyWa) algorithm 
+    /// Quite fast and perfect in artificial tests, but may fail in real world scenarios (e.g. missing fundamental)
+    /// </summary>
+    class CPtDyWa : IDisposable
+    {
+        #region Imports
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern IntPtr PtDyWa_Create(uint step);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtDyWa_Free(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtDyWa_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern int PtDyWa_Process(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern double PtDyWa_GetNote(IntPtr analyzer);
+        #endregion
+
+        private IntPtr _Instance;
+
+        public CPtDyWa(uint step = 200)
+        {
+            _Instance = PtDyWa_Create(step);
+        }
+
+        ~CPtDyWa()
+        {
+            _Dispose(false);
+        }
+
+        public void Input(byte[] data)
+        {
+            PtDyWa_InputByte(_Instance, data, data.Length / 2);
+        }
+
+        public void Process()
+        {
+            PtDyWa_Process(_Instance);
+        }
+
+        public double GetNote()
+        {
+            return PtDyWa_GetNote(_Instance);
+        }
+
+        private void _Dispose(bool disposing)
+        {
+            if (_Instance == IntPtr.Zero)
+                throw new ObjectDisposedException(GetType().Name);
+            PtDyWa_Free(_Instance);
+            _Instance = IntPtr.Zero;
+        }
+
+        public void Dispose()
+        {
+            _Dispose(true);
+            GC.SuppressFinalize(this);
+        }
+    }
 }
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index 394af07b..2479c76a 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -38,7 +38,6 @@ namespace Vocaluxe.Lib.Sound.Record
         private const double _HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBase^12 = 2 (one octave)
 #endif
         private CPtAKF _Analyzer = new CPtAKF();
-        private CAnalyzer _Analyzer2 = new CAnalyzer();
 
         private double _MaxVolume;
 
@@ -98,12 +97,10 @@ namespace Vocaluxe.Lib.Sound.Record
             //if (assigned(fVoiceStream)) then
             //fVoiceStream.WriteData(Buffer, BufferSize);
             _Analyzer.Input(buffer);
-            _Analyzer2.Input(buffer);
         }
 
         public void AnalyzeBuffer()
         {
-            _Analyzer2.Process();
             //_MaxVolume = _Analyzer.GetPeak() / 43 + 1;
             int tone = _Analyzer.GetNote(out _MaxVolume, ToneWeigths); //(int)Math.Round(_Analyzer.FindNote()); // 
             if (tone >= 0 && _MaxVolume >= MinVolume)
@@ -136,6 +133,8 @@ namespace Vocaluxe.Lib.Sound.Record
 
         private static string _ToneToNote(int tone, bool withOctave = true)
         {
+            if (tone < 0)
+                return "inv.";
             tone += 24;
             string[] notes = {"C", "C#", "D", "D#", "E", "F", "F#", "G", "G#", "A", "A#", "B"};
             string result = notes[tone % 12];
@@ -149,7 +148,7 @@ namespace Vocaluxe.Lib.Sound.Record
             if (_PitchTestRun)
                 return;
             _PitchTestRun = true;
-            int toneFrom = 0;
+            const int toneFrom = 0;
             const int toneTo = -1; // 47; //B5
             Console.WriteLine("Testing notes " + _ToneToNote(toneFrom) + " - " + _ToneToNote(toneTo));
             byte[] data;
@@ -185,7 +184,7 @@ namespace Vocaluxe.Lib.Sound.Record
                     tests++;
                 }
             }
-            if (_TestFile("toneG3.wav", 19))
+            /*if (_TestFile("toneG3.wav", 19))
                 ok++;
             tests++;
             if (_TestFile("toneG3Miss.wav", 19))
@@ -193,9 +192,9 @@ namespace Vocaluxe.Lib.Sound.Record
             tests++;
             if (_TestFile("toneG4.wav", 31))
                 ok++;
-            tests++;
-            _TestFile("whistling3.wav", "whistling3.txt", ref tests, ref ok);
+            tests++;*/
             _TestFile("sClausVoc.wav", "sClausVoc.txt", ref tests, ref ok);
+            _TestFile("whistling3.wav", "whistling3.txt", ref tests, ref ok);
 
             _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, 5), 44100, ref angle, out data);
             Stopwatch sw = new Stopwatch();
@@ -271,35 +270,52 @@ namespace Vocaluxe.Lib.Sound.Record
                 int samplesRead = 0;
                 int curTimeIndex = -1;
                 int curNote = -1;
+                int lastNote = -1; //It is ok not to detect a note change immediately so the old note is kept for a bit as ok
+                int lastNoteEndTime = 0;
+                const int lastNoteMaxTimeDiff = 1024 * 1000 / 44100; // old note is valid for 1024 more samples
                 const int maxSamplesPerBatch = 512;
-                while (wavFile.NumSamplesLeft / wavFile.NumChannels > maxSamplesPerBatch)
+                CAnalyzer analyzer2 = new CAnalyzer();
+                CPtDyWa analyzer3 = new CPtDyWa();
+                while (wavFile.NumSamplesLeft > maxSamplesPerBatch)
                 {
                     byte[] samples = wavFile.GetNextSamples16BitAsBytes(maxSamplesPerBatch, 1);
                     samplesRead += samples.Length / 2;
                     int time = samplesRead * 1000 / wavFile.SampleRate;
                     ProcessNewBuffer(samples);
                     AnalyzeBuffer();
+                    analyzer2.Input(samples);
+                    analyzer3.Input(samples);
+                    analyzer2.Process();
+                    analyzer3.Process();
                     while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
                     {
                         curTimeIndex++;
+                        lastNote = curNote;
+                        lastNoteEndTime = tones[curTimeIndex].Time;
                         curNote = tones[curTimeIndex].Note;
                     }
                     if (curNote < 0)
                         continue;
-                    ct++;
+                    if (lastNoteEndTime + lastNoteMaxTimeDiff < time)
+                        lastNote = curNote;
+                    int tone1 = ToneValid ? ToneAbs : -1;
+                    int tone2 = (int)Math.Round(analyzer2.FindNote(64, 1770));
+                    int tone3 = (int)Math.Round(analyzer3.GetNote());
+                    /*ct++;
                     if (!ToneValid)
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms not detected");
                     else if (ToneAbs % 12 != curNote % 12)
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(ToneAbs));
                     else
-                        ok++;
-                    int note2 = (int)Math.Round(_Analyzer2.FindNote());
-                    if (note2 < 0)
-                        CBase.Log.LogDebug("Note2 " + _ToneToNote(curNote) + " at " + time + "ms not detected");
-                    else if (note2 % 12 != curNote % 12)
-                        CBase.Log.LogDebug("Note2 " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(note2));
-                    else
-                        ok++;
+                        ok++;*/
+                    bool ok1 = tone1 == curNote || tone1 == lastNote;
+                    bool ok2 = tone2 == curNote || tone2 == lastNote;
+                    bool ok3 = tone3 == curNote || tone3 == lastNote;
+                    if (!ok1 || !ok2 || !ok3)
+                    {
+                        CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms detected as " + _ToneToNote(tone1) + (ok1 ? "" : "(!)") + "; " + _ToneToNote(tone2) +
+                                           (ok2 ? "" : "(!)") + "; " + _ToneToNote(tone3) + (ok3 ? "" : "(!)") + "; ");
+                    }
                 }
             }
             catch (Exception e)
diff --git a/VocaluxeLib/Utils/CWavFile.cs b/VocaluxeLib/Utils/CWavFile.cs
index 7dea4478..9993ed24 100644
--- a/VocaluxeLib/Utils/CWavFile.cs
+++ b/VocaluxeLib/Utils/CWavFile.cs
@@ -14,11 +14,12 @@ namespace VocaluxeLib.Utils
         public string FileName { get; private set; }
         //Unless this is true, all fields are to be considered as invalid
         public int DataSize { get; private set; }
-        //Number of samples (=SampesPerChannel*NumChannels)
+        //Number of samples (per channel)
         public int NumSamples
         {
-            get { return (DataSize / (BitsPerSample / 8)); }
+            get { return (DataSize / (BitsPerSample / 8 * NumChannels)); }
         }
+        //Number of samples left to be read (per channel)
         public int NumSamplesLeft { get; private set; }
         public bool IsOpen { get; private set; }
         private int _DataPos;
@@ -129,13 +130,12 @@ namespace VocaluxeLib.Utils
         {
             if (channel < 0 || channel > NumChannels || BitsPerSample != 8)
                 return null;
-            int samplesPerBlock = (channel == 0 ? NumChannels : 1);
-            if (NumSamplesLeft < numSamples * samplesPerBlock)
+            if (numSamples > NumSamplesLeft)
                 return null;
             byte[] result;
             BinaryReader reader = new BinaryReader(_File);
             if (channel == 0 || NumChannels == 1)
-                result = reader.ReadBytes(numSamples * samplesPerBlock);
+                result = reader.ReadBytes(numSamples * NumChannels);
             else
             {
                 result = new byte[numSamples];
@@ -146,7 +146,7 @@ namespace VocaluxeLib.Utils
                     _File.Seek(NumChannels - channel, SeekOrigin.Current);
                 }
             }
-            NumSamplesLeft -= numSamples * samplesPerBlock;
+            NumSamplesLeft -= numSamples;
             return result;
         }
 
@@ -160,8 +160,7 @@ namespace VocaluxeLib.Utils
         {
             if (channel < 0 || channel > NumChannels || BitsPerSample != 16)
                 return null;
-            int samplesPerBlock = (channel == 0 ? NumChannels : 1);
-            if (NumSamplesLeft < numSamples * samplesPerBlock)
+            if (numSamples > NumSamplesLeft)
                 return null;
             short[] result;
             BinaryReader reader = new BinaryReader(_File);
@@ -183,7 +182,7 @@ namespace VocaluxeLib.Utils
                         _File.Seek((NumChannels - channel) * 2, SeekOrigin.Current);
                     }
                 }
-                NumSamplesLeft -= numSamples * samplesPerBlock;
+                NumSamplesLeft -= numSamples;
             }
             catch (EndOfStreamException e)
             {

From be6a40aa1d2eec1f65ef8ef50e9a0790d722978a Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Sat, 12 Apr 2014 14:03:10 +0200
Subject: [PATCH 04/14] Use window function Update reference notes Improve
 comparison

---
 PitchTracker/TestSounds.rar          | Bin 840777 -> 840954 bytes
 PitchTracker/ptAKF.cpp               | 140 ++++++++++++++++-----------
 PitchTracker/ptAKF.h                 |  10 +-
 Vocaluxe/Lib/Sound/Record/CBuffer.cs |  31 +++---
 4 files changed, 108 insertions(+), 73 deletions(-)

diff --git a/PitchTracker/TestSounds.rar b/PitchTracker/TestSounds.rar
index 463321f4f86fef1b6f471e439bcc5a0f16fe9d5d..7dd70d57103cc09683f6ca47483abd7539590d5e 100644
GIT binary patch
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diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index be84893b..f5f95bf7 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -108,24 +108,26 @@ int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float*
 	//maxVolumeL /= 32767.;
 	*maxVolume = maxVolumeL;
 
+	float samplesWindowed[_SampleCt];
+
 	for(int i = 0; i < _SampleCt; i++){
-		samples[i] *= _Window[i];
+		samplesWindowed[i] = samples[i] * _Window[i];
 	}
 
 	// Now analyze the samples and get peaks at the most appropriate tones
 
-	SPeak peaks[_MaxPeaks];
-	InitPeaks(peaks);
-
 	//Attention: We have a peak at lag 0 that might stretch that far, that we detect a wrong "peak" at _MaxHalfTone
 	//Because of that we filter out all tones that are past the last zero crossing from below but keep tones with decreasing weights (going towards zero crossing from above)
 	int lastValidTone = 0;
 	float lastWeight = 1.f;
+	float maxWeight = 0.f;
 	for (int toneIndex = _MinHalfTone; toneIndex <= _MaxHalfTone; toneIndex++)
 	{
-		float curWeight = _AnalyzeByTone(samples, toneIndex);
+		float curWeight = _AnalyzeByTone(samples, samplesWindowed, toneIndex);
 
-		AddPeak(peaks, curWeight, toneIndex);
+		if(curWeight > maxWeight){
+			maxWeight = curWeight;
+		}
 
 		weights[toneIndex - _MinHalfTone] = curWeight;
 
@@ -137,7 +139,7 @@ int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float*
 
 	// Now clear off the lag 0 peak if required
 
-	if(peaks[_MaxPeaks - 1].toneIndex ==_MaxHalfTone){
+	if(maxWeight >= weights[_MaxHalfTone]){
 		//We might have caught the lag 0 peak so go a bit further to check for other zero crossings (or we won't be able to detect _MaxHalfTone)
 		float lastWeight =  _AKFByTone(samples, _MaxHalfTone);
 		for(int toneIndex = _MaxHalfTone+1; toneIndex <= _MaxHalfTone + _HalfTonesAdd; toneIndex++){
@@ -148,40 +150,57 @@ int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float*
 			}
 			lastWeight = curWeight;
 		}
-		if(lastValidTone < peaks[_MaxPeaks - 1].toneIndex){
-			InitPeaks(peaks);
-			for(int toneIndex = _MinHalfTone; toneIndex <= lastValidTone; toneIndex++){
-				AddPeak(peaks, weights[toneIndex - _MinHalfTone], toneIndex);
-			}
-			//Set all invalid weights to 0
-			for(int toneIndex = lastValidTone + 1;toneIndex < _MaxHalfTone; toneIndex++){
-				weights[toneIndex - _MinHalfTone] = 0.f;
-			}
+		//Set all invalid weights to 0
+		for(int toneIndex = lastValidTone + 1;toneIndex < _MaxHalfTone; toneIndex++){
+			weights[toneIndex - _MinHalfTone] = 0.f;
 		}
 	}
 
+	SPeak peaks[_MaxPeaks];
+	InitPeaks(peaks);
+	int numPeaks = 0;
+	bool up = true;
+	for(int i = _MinHalfTone + 1; i <= _MaxHalfTone; i++){
+		if(weights[i-1] > weights[i]){
+			if(up){
+				AddPeak(peaks, weights[i - 1 - _MinHalfTone], i - 1);
+				numPeaks++;
+				up = false;
+			}
+		}else if(!up){
+			up = true;
+		}
+	}
+	if(up){
+		AddPeak(peaks, weights[_MaxHalfTone - _MinHalfTone], _MaxHalfTone);
+		numPeaks++;
+	}
+	if(numPeaks > _MaxPeaks)
+		numPeaks = _MaxPeaks;
+
 	// Further analyze the found peaks and find the real maximum
 	// This is necessary because we may have our real peak a bit off the exact tone frequency
 	// and a 'wrong' peak that is exactly at another tone which might become higher than the one at the 'right' tone
 
-	int maxTone = peaks[_MaxPeaks - 1].toneIndex;
+	int maxTone = peaks[_MaxPeaks-1].toneIndex;
 	int maxToneFine = -1;
-	float maxWeight = peaks[_MaxPeaks - 1].weight;
-	for(int i = 0; i < _MaxPeaks; i++){
+	maxWeight = peaks[_MaxPeaks-1].weight;
+	for(int i = _MaxPeaks - numPeaks; i < _MaxPeaks; i++){
+		float curWeight = peaks[i].weight;
+		if(curWeight * 3.f < maxWeight)
+			continue;
 		int toneIndex = peaks[i].toneIndex;
-		float curWeightCenter = peaks[i].weight;
-		float curWeightDown = _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerToneFine[toneIndex * 2]);
-		float curWeight;
+		float curWeightDown = _AnalyzeBySampleCt(samples, samplesWindowed, _SamplesPerPeriodPerToneFine[toneIndex * 2]);
 		int otherToneIndex;
 		int otherToneFineIndex;
-		if(curWeightDown > curWeightCenter){
+		if(curWeightDown > curWeight){
 			otherToneIndex = toneIndex - 1;
 			otherToneFineIndex = 1;
 			curWeight = curWeightDown;
 		}else{
-			float curWeightUp = _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerToneFine[toneIndex * 2 + 1]);
-			if(curWeightUp > curWeightCenter){
-				otherToneIndex = (toneIndex < _MaxHalfTone)? toneIndex + 1: -1; // If the other tone is invalid just set it to -1 which will be skipped below
+			float curWeightUp = _AnalyzeBySampleCt(samples,  samplesWindowed, _SamplesPerPeriodPerToneFine[toneIndex * 2 + 1]);
+			if(curWeightUp > curWeight){
+				otherToneIndex = (toneIndex < _MaxHalfTone) ? toneIndex + 1: -1; // If the other tone is invalid just set it to -1 which will be skipped below
 				otherToneFineIndex = 0;
 				curWeight = curWeightUp;
 			}else
@@ -196,7 +215,7 @@ int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float*
 
 		// Now check also neighbouring tone
 		if(otherToneIndex > 0){
-			float curWeightOther = _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerToneFine[otherToneIndex * 2 + otherToneFineIndex]);
+			float curWeightOther = _AnalyzeBySampleCt(samples,  samplesWindowed, _SamplesPerPeriodPerToneFine[otherToneIndex * 2 + otherToneFineIndex]);
 			if(curWeightOther > weights[otherToneIndex - _MinHalfTone]){
 				weights[otherToneIndex - _MinHalfTone] = curWeightOther;
 				if(curWeightOther > maxWeight){
@@ -209,45 +228,26 @@ int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float*
 	}
 
 	float energy = _AKFBySampleCt(samples, 0);
-	float maxAKF = (maxToneFine < 0) ? _AKFByTone(samples, maxTone):_AKFBySampleCt(samples, _SamplesPerPeriodPerToneFine[maxTone * 2 + maxToneFine]);
-	float aa = _AKFByTone(samples, maxTone);
+	float maxAKF = (maxToneFine < 0) ? _AKFByTone(samples, maxTone) : _AKFBySampleCt(samples, _SamplesPerPeriodPerToneFine[maxTone * 2 + maxToneFine]);
 
 	//if(maxWeight - minWeight > 0.025){
-	if(maxAKF >= 0.4 * energy){
+	if(maxAKF >= 0.35f * energy){
 		return maxTone;
 	}else return -1;
 }
 
-float PtAKF::_AnalyzeByTone(float* restrict samples, int toneIndex){
-	return _AnalyzeBySampleCt(samples, _SamplesPerPeriodPerTone[toneIndex]);
+float PtAKF::_AnalyzeByTone(float* restrict samples, float* restrict samplesWindowed, int toneIndex){
+	return _AnalyzeBySampleCt(samples, samplesWindowed, _SamplesPerPeriodPerTone[toneIndex]);
 }
 
-float PtAKF::_AnalyzeBySampleCt(float* restrict samples, float samplesPerPeriodD){
+float PtAKF::_AnalyzeBySampleCt(float* restrict samples, float* restrict samplesWindowed, float samplesPerPeriodD){
 	// Use method by Kobayashi and Shimamura (2001): Combine AKF and AMDF to a new f(z)=AKF(z)/(AMDF(z)+k) with k=1
-	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
-	float fHigh = samplesPerPeriodD - samplesPerPeriod;
-	float fLow = 1.0f - fHigh;
 
-	float accumDistAKF = 0; // accumulated distances
-	float accumDistAMDF = 0; // accumulated distances
-
-	// compare correlating samples
-	int sampleIndex = 0; // index of sample to analyze
-	// Start value= index of sample one period ahead
-	for (int correlatingSampleIndex = sampleIndex + samplesPerPeriod; correlatingSampleIndex + 1 < _SampleCt; correlatingSampleIndex++, sampleIndex++)
-	{
-		// calc distance to corresponding sample in next period
-		float xn = samples[sampleIndex];
-		float xnt = samples[correlatingSampleIndex] * fLow + samples[correlatingSampleIndex + 1] * fHigh;
-		accumDistAKF += xn * xnt;
-		accumDistAMDF += abs(xn - xnt);
-	}
-
-	accumDistAKF /= _SampleCt;
-	accumDistAMDF /= sampleIndex;
+	float akf = _AKFBySampleCt(samplesWindowed, samplesPerPeriodD);
+	float amdf = _AMDFBySampleCt(samples, samplesPerPeriodD);
 
 	//return accumDistAKF / (accumDistAMDF * 32767.f + 32767.f * 32767.f); // Need to scale AKF by MAX^2 and AMDF by MAX, so do some maths to divide only once
-	float result = accumDistAKF / (accumDistAMDF + 1.f);
+	float result = akf / (amdf + 1.f);
 	return result; // Need to scale AKF by MAX^2 and AMDF by MAX, so do some maths to divide only once
 	//{toneIndex}: {accumDistAKF} ; {accumDistAMDF}; {result}
 }
@@ -257,12 +257,11 @@ float PtAKF::_AKFByTone(float* restrict samples, int toneIndex){
 }
 
 float PtAKF::_AKFBySampleCt(float* restrict samples, float samplesPerPeriodD){
-	// Do a fast, non-scaled AKF (used e.g. for Lag 0 peak removal)
 	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
 	float fHigh = samplesPerPeriodD - samplesPerPeriod;
 	float fLow = 1.0f - fHigh;
 
-	float accumDistAKF = 0; // accumulated distances
+	float accumDist = 0; // accumulated distances
 
 	// compare correlating samples
 	int sampleIndex = 0; // index of sample to analyze
@@ -272,10 +271,35 @@ float PtAKF::_AKFBySampleCt(float* restrict samples, float samplesPerPeriodD){
 		// calc distance to corresponding sample in next period
 		float xn = samples[sampleIndex];
 		float xnt = samples[correlatingSampleIndex] * fLow + samples[correlatingSampleIndex + 1] * fHigh;
-		accumDistAKF += xn * xnt;
+		accumDist += xn * xnt;
 	}
 
-	return accumDistAKF;
+	return accumDist / _SampleCt;
+}
+
+float PtAKF::_AMDFByTone(float* restrict samples, int toneIndex){
+	return _AKFBySampleCt(samples, _SamplesPerPeriodPerTone[toneIndex]);
+}
+
+float PtAKF::_AMDFBySampleCt(float* restrict samples, float samplesPerPeriodD){
+	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
+	float fHigh = samplesPerPeriodD - samplesPerPeriod;
+	float fLow = 1.0f - fHigh;
+
+	float accumDist = 0; // accumulated distances
+
+	// compare correlating samples
+	int sampleIndex = 0; // index of sample to analyze
+	// Start value= index of sample one period ahead
+	for (int correlatingSampleIndex = sampleIndex + samplesPerPeriod; correlatingSampleIndex + 1 < _SampleCt; correlatingSampleIndex++, sampleIndex++)
+	{
+		// calc distance to corresponding sample in next period
+		float xn = samples[sampleIndex];
+		float xnt = samples[correlatingSampleIndex] * fLow + samples[correlatingSampleIndex + 1] * fHigh;
+		accumDist += abs(xn - xnt);
+	}
+
+	return accumDist / sampleIndex;
 }
 /*
 
diff --git a/PitchTracker/ptAKF.h b/PitchTracker/ptAKF.h
index 688e04d0..02a2baf2 100644
--- a/PitchTracker/ptAKF.h
+++ b/PitchTracker/ptAKF.h
@@ -41,19 +41,21 @@ private:
 	static float* restrict _SamplesPerPeriodPerToneFine;
 	static float* restrict _Window;
 	static constexpr int _MinHalfTone = 0;  //C2
-	static constexpr int _MaxHalfTone = 55;//47; //B5
+	static constexpr int _MaxHalfTone = 56;//47; //B5
 	static constexpr int _HalfTonesAdd = 4; //Additonal half tones to analyze to remove the peak at lag 0
-	static constexpr int _MaxPeaks = 3;
+	static constexpr int _MaxPeaks = 10;
 
 	constexpr static size_t _SampleCt = 2048;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
 	unsigned _Step;
 
 	static int _GetNote(float* restrict samples, double* restrict maxVolume, float* restrict weights);
-	static float _AnalyzeBySampleCt(float* restrict samples, float samplesPerPeriodD);
-	static inline float _AnalyzeByTone(float* restrict samples, int toneIndex);
+	static float _AnalyzeBySampleCt(float* restrict samples, float* restrict samplesWindowed, float samplesPerPeriodD);
+	static inline float _AnalyzeByTone(float* restrict samples, float* restrict samplesWindowed, int toneIndex);
 	static float _AKFBySampleCt(float* restrict samples, float samplesPerPeriodD);
 	static inline float _AKFByTone(float* restrict samples, int toneIndex);
+	static float _AMDFBySampleCt(float* restrict samples, float samplesPerPeriodD);
+	static inline float _AMDFByTone(float* restrict samples, int toneIndex);
 	static inline void InitPeaks(SPeak peaks[_MaxPeaks]);
 	static inline void AddPeak(SPeak peaks[_MaxPeaks], float curWeight, int toneIndex);
 };
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index 2479c76a..df6284a3 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -193,8 +193,8 @@ namespace Vocaluxe.Lib.Sound.Record
             if (_TestFile("toneG4.wav", 31))
                 ok++;
             tests++;*/
-            _TestFile("sClausVoc.wav", "sClausVoc.txt", ref tests, ref ok);
             _TestFile("whistling3.wav", "whistling3.txt", ref tests, ref ok);
+            _TestFile("sClausVoc.wav", "sClausVoc.txt", ref tests, ref ok);
 
             _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, 5), 44100, ref angle, out data);
             Stopwatch sw = new Stopwatch();
@@ -255,6 +255,22 @@ namespace Vocaluxe.Lib.Sound.Record
             return ok >= ct - 4;
         }
 
+        private bool _IsNoteValid(int note, int time, IList<STimedNote> tones)
+        {
+            const int lastNoteMaxTimeDiff = 1024 * 1000 / 44100; // old note is valid for 1024 more samples
+            for (int i = 0; i < tones.Count; i++)
+            {
+                if (tones[i].Time > time)
+                    break;
+                if (i + 1 == tones.Count || time <= tones[i + 1].Time + lastNoteMaxTimeDiff)
+                {
+                    if (tones[i].Note == note)
+                        return true;
+                }
+            }
+            return false;
+        }
+
         private void _TestFile(string fileName, IList<STimedNote> tones, ref int ct, ref int ok)
         {
             CWavFile wavFile = new CWavFile();
@@ -270,9 +286,6 @@ namespace Vocaluxe.Lib.Sound.Record
                 int samplesRead = 0;
                 int curTimeIndex = -1;
                 int curNote = -1;
-                int lastNote = -1; //It is ok not to detect a note change immediately so the old note is kept for a bit as ok
-                int lastNoteEndTime = 0;
-                const int lastNoteMaxTimeDiff = 1024 * 1000 / 44100; // old note is valid for 1024 more samples
                 const int maxSamplesPerBatch = 512;
                 CAnalyzer analyzer2 = new CAnalyzer();
                 CPtDyWa analyzer3 = new CPtDyWa();
@@ -290,14 +303,10 @@ namespace Vocaluxe.Lib.Sound.Record
                     while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
                     {
                         curTimeIndex++;
-                        lastNote = curNote;
-                        lastNoteEndTime = tones[curTimeIndex].Time;
                         curNote = tones[curTimeIndex].Note;
                     }
                     if (curNote < 0)
                         continue;
-                    if (lastNoteEndTime + lastNoteMaxTimeDiff < time)
-                        lastNote = curNote;
                     int tone1 = ToneValid ? ToneAbs : -1;
                     int tone2 = (int)Math.Round(analyzer2.FindNote(64, 1770));
                     int tone3 = (int)Math.Round(analyzer3.GetNote());
@@ -308,9 +317,9 @@ namespace Vocaluxe.Lib.Sound.Record
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(ToneAbs));
                     else
                         ok++;*/
-                    bool ok1 = tone1 == curNote || tone1 == lastNote;
-                    bool ok2 = tone2 == curNote || tone2 == lastNote;
-                    bool ok3 = tone3 == curNote || tone3 == lastNote;
+                    bool ok1 = _IsNoteValid(tone1, time, tones);
+                    bool ok2 = _IsNoteValid(tone2, time, tones);
+                    bool ok3 = _IsNoteValid(tone3, time, tones);
                     if (!ok1 || !ok2 || !ok3)
                     {
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms detected as " + _ToneToNote(tone1) + (ok1 ? "" : "(!)") + "; " + _ToneToNote(tone2) +

From 5f79406cf2c611aab714f90ca9f26dab1a95ba1c Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Tue, 15 Apr 2014 14:23:32 +0200
Subject: [PATCH 05/14] Add another pitch tracker and compare all 4

---
 Vocaluxe/Lib/Sound/Record/CBuffer.cs          |  47 +-
 .../Lib/Sound/Record/Pitch/CircularBuffer.cs  | 176 +++++
 Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs | 108 +++
 Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs  | 616 ++++++++++++++++++
 Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs   | 577 ++++++++++++++++
 .../Lib/Sound/Record/Pitch/PitchTracker.cs    | 414 ++++++++++++
 Vocaluxe/Vocaluxe.csproj                      |   5 +
 7 files changed, 1932 insertions(+), 11 deletions(-)
 create mode 100644 Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs
 create mode 100644 Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs
 create mode 100644 Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs
 create mode 100644 Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
 create mode 100644 Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs

diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index df6284a3..755aa118 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -23,6 +23,7 @@ using System.Collections.Generic;
 using System.IO;
 using System.Windows.Forms;
 using System.Diagnostics;
+using Pitch;
 using VocaluxeLib;
 using VocaluxeLib.Utils;
 
@@ -289,6 +290,10 @@ namespace Vocaluxe.Lib.Sound.Record
                 const int maxSamplesPerBatch = 512;
                 CAnalyzer analyzer2 = new CAnalyzer();
                 CPtDyWa analyzer3 = new CPtDyWa();
+                PitchTracker analyzer4 = new PitchTracker {SampleRate = 44100, DetectLevelThreshold = 0.001f};
+                int[] detectedTones = new int[4];
+                int[] oks = new int[4];
+                int lCt = 0;
                 while (wavFile.NumSamplesLeft > maxSamplesPerBatch)
                 {
                     byte[] samples = wavFile.GetNextSamples16BitAsBytes(maxSamplesPerBatch, 1);
@@ -300,6 +305,12 @@ namespace Vocaluxe.Lib.Sound.Record
                     analyzer3.Input(samples);
                     analyzer2.Process();
                     analyzer3.Process();
+                    short[] samplesShort = new short[samples.Length / 2];
+                    Buffer.BlockCopy(samples, 0, samplesShort, 0, samples.Length);
+                    float[] samplesFloat = new float[samplesShort.Length];
+                    for (int i = 0; i < samplesShort.Length; i++)
+                        samplesFloat[i] = (float)samplesShort[i] / short.MaxValue;
+                    analyzer4.ProcessBuffer(samplesFloat);
                     while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
                     {
                         curTimeIndex++;
@@ -307,25 +318,39 @@ namespace Vocaluxe.Lib.Sound.Record
                     }
                     if (curNote < 0)
                         continue;
-                    int tone1 = ToneValid ? ToneAbs : -1;
-                    int tone2 = (int)Math.Round(analyzer2.FindNote(64, 1770));
-                    int tone3 = (int)Math.Round(analyzer3.GetNote());
-                    /*ct++;
-                    if (!ToneValid)
+                    detectedTones[0] = ToneValid ? ToneAbs : -1;
+                    detectedTones[1] = (int)Math.Round(analyzer2.FindNote(64, 1770));
+                    detectedTones[2] = (int)Math.Round(analyzer3.GetNote());
+                    detectedTones[3] = analyzer4.CurrentPitchRecord.MidiNote - 15 - 21;
+                    lCt++;
+                    /*if (!ToneValid)
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms not detected");
                     else if (ToneAbs % 12 != curNote % 12)
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(ToneAbs));
                     else
                         ok++;*/
-                    bool ok1 = _IsNoteValid(tone1, time, tones);
-                    bool ok2 = _IsNoteValid(tone2, time, tones);
-                    bool ok3 = _IsNoteValid(tone3, time, tones);
-                    if (!ok1 || !ok2 || !ok3)
+                    bool[] valids = new bool[4];
+                    bool error = false;
+                    for (int i = 0; i < 4; i++)
                     {
-                        CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms detected as " + _ToneToNote(tone1) + (ok1 ? "" : "(!)") + "; " + _ToneToNote(tone2) +
-                                           (ok2 ? "" : "(!)") + "; " + _ToneToNote(tone3) + (ok3 ? "" : "(!)") + "; ");
+                        valids[i] = _IsNoteValid(detectedTones[i], time, tones);
+                        if (valids[i])
+                            oks[i]++;
+                        else
+                            error = true;
+                    }
+                    if (error)
+                    {
+                        string msg = "Note " + _ToneToNote(curNote) + " at " + time + "ms detected as ";
+                        for (int i = 0; i < 4; i++)
+                            msg += _ToneToNote(detectedTones[i]) + (valids[i] ? "" : "(!)") + "; ";
+                        CBase.Log.LogDebug(msg);
                     }
                 }
+                string msg2 = "Detected ";
+                for (int i = 0; i < 4; i++)
+                    msg2 += oks[i] + "|" + (lCt - oks[i]) + " ";
+                CBase.Log.LogDebug(msg2);
             }
             catch (Exception e)
             {
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs b/Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs
new file mode 100644
index 00000000..d784e2df
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs
@@ -0,0 +1,176 @@
+using System;
+using System.Collections.Generic;
+using System.Text;
+using System.Collections;
+
+namespace Pitch
+{
+    public class CircularBuffer<T> : IDisposable
+    {
+        int m_bufSize;
+        int m_begBufOffset;
+        int m_availBuf;
+        long m_startPos;   // total circular buffer position
+        T[] m_buffer;
+
+        /// <summary>
+        /// Constructor
+        /// </summary>
+        public CircularBuffer()
+        {
+        }
+
+        /// <summary>
+        /// Constructor
+        /// </summary>
+        /// <param name="bufCount"></param>
+        public CircularBuffer(int bufCount)
+        {
+            SetSize(bufCount);
+        }
+
+        /// <summary>
+        /// Dispose
+        /// </summary>
+        public void Dispose()
+        {
+            SetSize(0);
+        }
+
+        /// <summary>
+        /// Reset to the beginning of the buffer
+        /// </summary>
+        public void Reset()
+        {
+            m_begBufOffset = 0;
+            m_availBuf = 0;
+            m_startPos = 0;
+        }
+
+        /// <summary>
+        /// Set the buffer to the specified size
+        /// </summary>
+        /// <param name="newSize"></param>
+        public void SetSize(int newSize)
+        {
+            Reset();
+
+            if (m_bufSize == newSize)
+                return;
+
+            if (m_buffer != null)
+                m_buffer = null;
+
+            m_bufSize = newSize;
+
+            if (m_bufSize > 0)
+                m_buffer = new T[m_bufSize];
+        }
+
+        /// <summary>
+        /// Clear the buffer
+        /// </summary>
+        public void Clear()
+        {
+            Array.Clear(m_buffer, 0, m_buffer.Length);
+        }
+
+        /// <summary>
+        /// Get or set the start position
+        /// </summary>
+        public long StartPosition
+        {
+            get { return m_startPos; }
+            set { m_startPos = value; }
+        }
+
+        /// <summary>
+        /// Get the end position
+        /// </summary>
+        public long EndPosition
+        {
+            get { return m_startPos + m_availBuf; }
+        }
+
+        /// <summary>
+        /// Get or set the amount of avaliable space
+        /// </summary>
+        public int Available
+        {
+            get { return m_availBuf; }
+            set { m_availBuf = Math.Min(value, m_bufSize); }
+        }
+
+        /// <summary>
+        /// Write data into the buffer
+        /// </summary>
+        /// <param name="m_pInBuffer"></param>
+        /// <param name="count"></param>
+        /// <returns></returns>
+        public int WriteBuffer(T[] m_pInBuffer, int count)
+        {
+            count = Math.Min(count, m_bufSize);
+
+            var startPos = m_availBuf != m_bufSize ? m_availBuf : m_begBufOffset;
+            var pass1Count = Math.Min(count, m_bufSize - startPos);
+            var pass2Count = count - pass1Count;
+
+            PitchDsp.CopyBuffer(m_pInBuffer, 0, m_buffer, startPos, pass1Count);
+
+            if (pass2Count > 0)
+                PitchDsp.CopyBuffer(m_pInBuffer, pass1Count, m_buffer, 0, pass2Count);
+
+            if (pass2Count == 0)
+            {
+                // did not wrap around
+                if (m_availBuf != m_bufSize)
+                    m_availBuf += count;   // have never wrapped around
+                else
+                {
+                    m_begBufOffset += count;
+                    m_startPos += count;
+                }
+            }
+            else
+            {
+                // wrapped around
+                if (m_availBuf != m_bufSize)
+                    m_startPos += pass2Count;  // first time wrap-around
+                else
+                    m_startPos += count;
+
+                m_begBufOffset = pass2Count;
+                m_availBuf = m_bufSize;
+            }
+
+            return count;
+        }
+
+        /// <summary>
+        /// Read from the buffer
+        /// </summary>
+        /// <param name="outBuffer"></param>
+        /// <param name="startRead"></param>
+        /// <param name="readCount"></param>
+        /// <returns></returns>
+        public bool ReadBuffer(T[] outBuffer, long startRead, int readCount)
+        {
+            var endRead = (int)(startRead + readCount);
+            var endAvail = (int)(m_startPos + m_availBuf);
+
+            if (startRead < m_startPos || endRead > endAvail)
+                return false;
+
+            var startReadPos = (int)(((startRead - m_startPos) + m_begBufOffset) % m_bufSize);
+            var block1Samples = Math.Min(readCount, m_bufSize - startReadPos);
+            var block2Samples = readCount - block1Samples;
+
+            PitchDsp.CopyBuffer(m_buffer, startReadPos, outBuffer, 0, block1Samples);
+
+            if (block2Samples > 0)
+                PitchDsp.CopyBuffer(m_buffer, 0, outBuffer, block1Samples, block2Samples);
+
+            return true;
+        }
+    }
+}
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs b/Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs
new file mode 100644
index 00000000..2487ea18
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs
@@ -0,0 +1,108 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+
+namespace Pitch
+{
+    public static class Extensions
+    {
+        /// <summary>
+        /// Clear the buffer
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="buffer"></param>
+        static public void Clear(this float[] buffer)
+        {
+            Array.Clear(buffer, 0, buffer.Length);
+        }
+
+        /// <summary>
+        /// Clear the buffer
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="buffer"></param>
+        static public void Clear(this double[] buffer)
+        {
+            Array.Clear(buffer, 0, buffer.Length);
+        }
+
+        /// <summary>
+        /// Copy the values from one buffer to a different or the same buffer. 
+        /// It is safe to copy to the same buffer, even if the areas overlap
+        /// </summary>
+        /// <param name="buffer"></param>
+        /// <param name="shiftBy"></param>
+        /// <param name="startIdx"></param>
+        /// <param name="length"></param>
+        static public void Copy(this float[] fromBuffer, float[] toBuffer, int fromStart, int toStart, int length)
+        {
+            if (toBuffer == null || fromBuffer.Length == 0 || toBuffer.Length == 0)
+                return;
+
+            var fromBegIdx = fromStart;
+            var fromEndIdx = fromStart + length;
+            var toBegIdx = toStart;
+            var toEndIdx = toStart + length;
+
+            if (fromBegIdx < 0)
+            {
+                toBegIdx -= fromBegIdx;
+                fromBegIdx = 0;
+            }
+
+            if (toBegIdx < 0)
+            {
+                fromBegIdx -= toBegIdx;
+                toBegIdx = 0;
+            }
+
+            if (fromEndIdx >= fromBuffer.Length)
+            {
+                toEndIdx -= fromEndIdx - fromBuffer.Length + 1;
+                fromEndIdx = fromBuffer.Length - 1;
+            }
+
+            if (toEndIdx >= toBuffer.Length)
+            {
+                fromEndIdx -= toEndIdx - toBuffer.Length + 1;
+                toEndIdx = fromBuffer.Length - 1;
+            }
+
+            if (fromBegIdx < toBegIdx)
+            {
+                // Shift right, so start at the right
+                for (int fromIdx = fromEndIdx, toIdx = toEndIdx; fromIdx >= fromBegIdx; fromIdx--, toIdx--)
+                    toBuffer[toIdx] = fromBuffer[fromIdx];
+            }
+            else
+            {
+                // Shift left, so start at the left
+                for (int fromIdx = fromBegIdx, toIdx = toBegIdx; fromIdx <= fromEndIdx; fromIdx++, toIdx++)
+                    toBuffer[toIdx] = fromBuffer[fromIdx];
+            }
+        }
+
+        /// <summary>
+        /// 
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="buffer"></param>
+        static public void Clear(this float[] buffer, int startIdx, int endIdx)
+        {
+            Array.Clear(buffer, startIdx, endIdx - startIdx + 1);
+        }
+
+        /// <summary>
+        /// Fill the buffer with the specified value
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="buffer"></param>
+        /// <param name="?"></param>
+        static public void Fill(this double[] buffer, double value)
+        {
+            for (int idx = 0; idx < buffer.Length; idx++)
+                buffer[idx] = value;
+        }
+    }
+}
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs b/Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs
new file mode 100644
index 00000000..8759c77e
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs
@@ -0,0 +1,616 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+
+namespace Pitch
+{
+    /// <summary>
+    /// Infinite impulse response filter (old style analog filters)
+    /// </summary>
+    class IIRFilter
+    {
+        /// <summary>
+        /// The type of filter
+        /// </summary>
+        public enum FilterType
+        {
+            None = 0,
+            LP,
+            HP,
+            BP
+        }
+
+        /// <summary>
+        /// The filter prototype
+        /// </summary>
+        public enum ProtoType
+        {
+            None = 0,
+            Butterworth,
+            Chebyshev,
+        }
+
+        const int kHistMask = 31;
+        const int kHistSize = 32;
+
+        private int m_order;
+        private ProtoType m_protoType;
+        private FilterType m_filterType;
+
+        private float m_fp1;
+        private float m_fp2;
+        private float m_fN;
+        private float m_ripple;
+        private float m_sampleRate;
+        private double[] m_real;
+        private double[] m_imag;
+        private double[] m_z;
+        private double[] m_aCoeff;
+        private double[] m_bCoeff;
+        private double[] m_inHistory;
+        private double[] m_outHistory;
+        private int m_histIdx;
+        private bool m_invertDenormal;
+
+        public IIRFilter()
+        {
+        }
+
+        /// <summary>
+        /// Returns true if all the filter parameters are valid
+        /// </summary>
+        public bool FilterValid
+        {
+            get
+            {
+                if (m_order < 1 || m_order > 16 ||
+                    m_protoType == ProtoType.None ||
+                    m_filterType == FilterType.None ||
+                    m_sampleRate <= 0.0f ||
+                    m_fN <= 0.0f)
+                    return false;
+
+                switch (m_filterType)
+                {
+                    case FilterType.LP:
+                        if (m_fp2 <= 0.0f)
+                            return false;
+                        break;
+
+                    case FilterType.BP:
+                        if (m_fp1 <= 0.0f || m_fp2 <= 0.0f || m_fp1 >= m_fp2)
+                            return false;
+                        break;
+
+                    case FilterType.HP:
+                        if (m_fp1 <= 0.0f)
+                            return false;
+                        break;
+                }
+
+                // For bandpass, the order must be even
+                if (m_filterType == FilterType.BP && (m_order & 1) != 0)
+                    return false;
+
+                return true;
+            }
+        }
+
+        /// <summary>
+        /// Set the filter prototype
+        /// </summary>
+        public ProtoType Proto
+        {
+            get { return m_protoType; }
+
+            set
+            {
+                m_protoType = value;
+                Design();
+            }
+        }
+
+        /// <summary>
+        /// Set the filter type
+        /// </summary>
+        public FilterType Type
+        {
+            get { return m_filterType; }
+
+            set
+            {
+                m_filterType = value;
+                Design();
+            }
+        }
+
+        public int Order
+        {
+            get { return m_order; }
+
+            set
+            {
+                m_order = Math.Min(16, Math.Max(1, Math.Abs(value)));
+
+                if (m_filterType == FilterType.BP && Odd(m_order))
+                    m_order++;
+
+                Design();
+            }
+        }
+
+        public float SampleRate
+        {
+            get { return m_sampleRate; }
+
+            set
+            {
+                m_sampleRate = value;
+                m_fN = 0.5f * m_sampleRate;
+                Design();
+            }
+        }
+
+        public float FreqLow
+        {
+            get { return m_fp1; }
+
+            set
+            {
+                m_fp1 = value;
+                Design();
+            }
+        }
+
+        public float FreqHigh
+        {
+            get { return m_fp2; }
+
+            set
+            {
+                m_fp2 = value;
+                Design();
+            }
+        }
+
+        public float Ripple
+        {
+            get { return m_ripple; }
+
+            set
+            {
+                m_ripple = value;
+                Design();
+            }
+        }
+
+        /// <summary>
+        /// Returns true if n is odd
+        /// </summary>
+        /// <param name="n"></param>
+        /// <returns></returns>
+        private bool Odd(int n)
+        {
+            return (n & 1) == 1;
+        }
+
+        /// <summary>
+        /// Square
+        /// </summary>
+        /// <param name="f"></param>
+        /// <returns></returns>
+        private float Sqr(float value)
+        {
+            return value * value;
+        }
+
+        /// <summary>
+        /// Square
+        /// </summary>
+        /// <param name="f"></param>
+        /// <returns></returns>
+        private double Sqr(double value)
+        {
+            return value * value;
+        }
+
+        /// <summary>
+        /// Determines poles and zeros of IIR filter
+        /// based on bilinear transform method
+        /// </summary>
+        private void LocatePolesAndZeros()
+        {
+            m_real = new double[m_order + 1];
+            m_imag = new double[m_order + 1];
+            m_z = new double[m_order + 1];
+            double ln10 = Math.Log(10.0);
+
+            // Butterworth, Chebyshev parameters
+            int n = m_order;
+
+            if (m_filterType == FilterType.BP)
+                n = n / 2;
+
+            int ir = n % 2;
+            int n1 = n + ir;
+            int n2 = (3 * n + ir) / 2 - 1;
+            double f1;
+
+            switch (m_filterType)
+            {
+                case FilterType.LP:
+                    f1 = m_fp2;
+                    break;
+
+                case FilterType.HP:
+                    f1 = m_fN - m_fp1;
+                    break;
+
+                case FilterType.BP:
+                    f1 = m_fp2 - m_fp1;
+                    break;
+
+                default:
+                    f1 = 0.0;
+                    break;
+            }
+
+            double tanw1 = Math.Tan(0.5 * Math.PI * f1 / m_fN);
+            double tansqw1 = Sqr(tanw1);
+
+            // Real and Imaginary parts of low-pass poles
+            double t, a = 1.0, r = 1.0, i = 1.0;
+
+            for (int k = n1; k <= n2; k++)
+            {
+                t = 0.5 * (2 * k + 1 - ir) * Math.PI / (double)n;
+
+                switch (m_protoType)
+                {
+                    case ProtoType.Butterworth:
+                        double b3 = 1.0 - 2.0 * tanw1 * Math.Cos(t) + tansqw1;
+                        r = (1.0 - tansqw1) / b3;
+                        i = 2.0 * tanw1 * Math.Sin(t) / b3;
+                        break;
+
+                    case ProtoType.Chebyshev:
+                        double d = 1.0 - Math.Exp(-0.05 * m_ripple * ln10);
+                        double e = 1.0 / Math.Sqrt(1.0 / Sqr(1.0 - d) - 1.0);
+                        double x = Math.Pow(Math.Sqrt(e * e + 1.0) + e, 1.0 / (double)n);
+                        a = 0.5 * (x - 1.0 / x);
+                        double b = 0.5 * (x + 1.0 / x);
+                        double c3 = a * tanw1 * Math.Cos(t);
+                        double c4 = b * tanw1 * Math.Sin(t);
+                        double c5 = Sqr(1.0 - c3) + Sqr(c4);
+                        r = 2.0 * (1.0 - c3) / c5 - 1.0;
+                        i = 2.0 * c4 / c5;
+                        break;
+                }
+
+                int m = 2 * (n2 - k) + 1;
+                m_real[m + ir] = r;
+                m_imag[m + ir] = Math.Abs(i);
+                m_real[m + ir + 1] = r;
+                m_imag[m + ir + 1] = -Math.Abs(i);
+            }
+
+            if (Odd(n))
+            {
+                if (m_protoType == ProtoType.Butterworth)
+                    r = (1.0 - tansqw1) / (1.0 + 2.0 * tanw1 + tansqw1);
+
+                if (m_protoType == ProtoType.Chebyshev)
+                    r = 2.0 / (1.0 + a * tanw1) - 1.0;
+
+                m_real[1] = r;
+                m_imag[1] = 0.0;
+            }
+
+            switch (m_filterType)
+            {
+                case FilterType.LP:
+                    for (int m = 1; m <= n; m++)
+                        m_z[m] = -1.0;
+                    break;
+
+                case FilterType.HP:
+                    // Low-pass to high-pass transformation
+                    for (int m = 1; m <= n; m++)
+                    {
+                        m_real[m] = -m_real[m];
+                        m_z[m] = 1.0;
+                    }
+                    break;
+
+                case FilterType.BP:
+                    // Low-pass to bandpass transformation
+                    for (int m = 1; m <= n; m++)
+                    {
+                        m_z[m] = 1.0;
+                        m_z[m + n] = -1.0;
+                    }
+
+                    double f4 = 0.5 * Math.PI * m_fp1 / m_fN;
+                    double f5 = 0.5 * Math.PI * m_fp2 / m_fN;
+                    double aa = Math.Cos(f4 + f5) / Math.Cos(f5 - f4);
+                    double aR, aI, h1, h2, p1R, p2R, p1I, p2I;
+
+                    for (int m1 = 0; m1 <= (m_order - 1) / 2; m1++)
+                    {
+                        int m = 1 + 2 * m1;
+                        aR = m_real[m];
+                        aI = m_imag[m];
+
+                        if (Math.Abs(aI) < 0.0001)
+                        {
+                            h1 = 0.5 * aa * (1.0 + aR);
+                            h2 = Sqr(h1) - aR;
+                            if (h2 > 0.0)
+                            {
+                                p1R = h1 + Math.Sqrt(h2);
+                                p2R = h1 - Math.Sqrt(h2);
+                                p1I = 0.0;
+                                p2I = 0.0;
+                            }
+                            else
+                            {
+                                p1R = h1;
+                                p2R = h1;
+                                p1I = Math.Sqrt(Math.Abs(h2));
+                                p2I = -p1I;
+                            }
+                        }
+                        else
+                        {
+                            double fR = aa * 0.5 * (1.0 + aR);
+                            double fI = aa * 0.5 * aI;
+                            double gR = Sqr(fR) - Sqr(fI) - aR;
+                            double gI = 2 * fR * fI - aI;
+                            double sR = Math.Sqrt(0.5 * Math.Abs(gR + Math.Sqrt(Sqr(gR) + Sqr(gI))));
+                            double sI = gI / (2.0 * sR);
+                            p1R = fR + sR;
+                            p1I = fI + sI;
+                            p2R = fR - sR;
+                            p2I = fI - sI;
+                        }
+
+                        m_real[m] = p1R;
+                        m_real[m + 1] = p2R;
+                        m_imag[m] = p1I;
+                        m_imag[m + 1] = p2I;
+                    }
+
+                    if (Odd(n))
+                    {
+                        m_real[2] = m_real[n + 1];
+                        m_imag[2] = m_imag[n + 1];
+                    }
+
+                    for (int k = n; k >= 1; k--)
+                    {
+                        int m = 2 * k - 1;
+                        m_real[m] = m_real[k];
+                        m_real[m + 1] = m_real[k];
+                        m_imag[m] = Math.Abs(m_imag[k]);
+                        m_imag[m + 1] = -Math.Abs(m_imag[k]);
+                    }
+
+                    break;
+            }
+        }
+
+        /// <summary>
+        /// Calculate all the values
+        /// </summary>
+        public void Design()
+        {
+            if (!this.FilterValid)
+                return;
+
+            m_aCoeff = new double[m_order + 1];
+            m_bCoeff = new double[m_order + 1];
+            m_inHistory = new double[kHistSize];
+            m_outHistory = new double[kHistSize];
+
+            double[] newA = new double[m_order + 1];
+            double[] newB = new double[m_order + 1];
+
+            // Find filter poles and zeros
+            LocatePolesAndZeros();
+
+            // Compute filter coefficients from pole/zero values
+            m_aCoeff[0] = 1.0;
+            m_bCoeff[0] = 1.0;
+
+            for (int i = 1; i <= m_order; i++)
+            {
+                m_aCoeff[i] = 0.0;
+                m_bCoeff[i] = 0.0;
+            }
+
+            int k = 0;
+            int n = m_order;
+            int pairs = n / 2;
+
+            if (Odd(m_order))
+            {
+                // First subfilter is first order
+                m_aCoeff[1] = -m_z[1];
+                m_bCoeff[1] = -m_real[1];
+                k = 1;
+            }
+
+            for (int p = 1; p <= pairs; p++)
+            {
+                int m = 2 * p - 1 + k;
+                double alpha1 = -(m_z[m] + m_z[m + 1]);
+                double alpha2 = m_z[m] * m_z[m + 1];
+                double beta1 = -2.0 * m_real[m];
+                double beta2 = Sqr(m_real[m]) + Sqr(m_imag[m]);
+
+                newA[1] = m_aCoeff[1] + alpha1 * m_aCoeff[0];
+                newB[1] = m_bCoeff[1] + beta1 * m_bCoeff[0];
+
+                for (int i = 2; i <= n; i++)
+                {
+                    newA[i] = m_aCoeff[i] + alpha1 * m_aCoeff[i - 1] + alpha2 * m_aCoeff[i - 2];
+                    newB[i] = m_bCoeff[i] + beta1 * m_bCoeff[i - 1] + beta2 * m_bCoeff[i - 2];
+                }
+
+                for (int i = 1; i <= n; i++)
+                {
+                    m_aCoeff[i] = newA[i];
+                    m_bCoeff[i] = newB[i];
+                }
+            }
+
+            // Ensure the filter is normalized
+            FilterGain(1000);
+        }
+
+        /// <summary>
+        /// Reset the history buffers
+        /// </summary>
+        public void Reset()
+        {
+            if (m_inHistory != null)
+                m_inHistory.Clear();
+
+            if (m_outHistory != null)
+                m_outHistory.Clear();
+
+            m_histIdx = 0;
+        }
+
+        /// <summary>
+        /// Reset the filter, and fill the appropriate history buffers with the specified value
+        /// </summary>
+        /// <param name="historyValue"></param>
+        public void Reset(double startValue)
+        {
+            m_histIdx = 0;
+
+            if (m_inHistory == null || m_outHistory == null)
+                return;
+
+            m_inHistory.Fill(startValue);
+
+            if (m_inHistory != null)
+            {
+                switch (m_filterType)
+                {
+                    case FilterType.LP:
+                        m_outHistory.Fill(startValue);
+                        break;
+
+                    default:
+                        m_outHistory.Clear();
+                        break;
+                }
+            }
+        }
+
+        /// <summary>
+        /// Apply the filter to the buffer
+        /// </summary>
+        /// <param name="bufIn"></param>
+        public void FilterBuffer(float[] srcBuf, long srcPos, float[] dstBuf, long dstPos, long nLen)
+        {
+            const double kDenormal = 0.000000000000001;
+            double denormal = m_invertDenormal ? -kDenormal : kDenormal;
+            m_invertDenormal = !m_invertDenormal;
+
+            for (int sampleIdx = 0; sampleIdx < nLen; sampleIdx++)
+            {
+                double sum = 0.0f;
+
+                m_inHistory[m_histIdx] = srcBuf[srcPos + sampleIdx] + denormal;
+
+                for (int idx = 0; idx < m_aCoeff.Length; idx++)
+                    sum += m_aCoeff[idx] * m_inHistory[(m_histIdx - idx) & kHistMask];
+
+                for (int idx = 1; idx < m_bCoeff.Length; idx++)
+                    sum -= m_bCoeff[idx] * m_outHistory[(m_histIdx - idx) & kHistMask];
+
+                m_outHistory[m_histIdx] = sum;
+                m_histIdx = (m_histIdx + 1) & kHistMask;
+                dstBuf[dstPos + sampleIdx] = (float)sum;
+            }
+        }
+
+        public float FilterSample(float inVal)
+        {
+            double sum = 0.0f;
+
+            m_inHistory[m_histIdx] = inVal;
+
+            for (int idx = 0; idx < m_aCoeff.Length; idx++)
+                sum += m_aCoeff[idx] * m_inHistory[(m_histIdx - idx) & kHistMask];
+
+            for (int idx = 1; idx < m_bCoeff.Length; idx++)
+                sum -= m_bCoeff[idx] * m_outHistory[(m_histIdx - idx) & kHistMask];
+
+            m_outHistory[m_histIdx] = sum;
+            m_histIdx = (m_histIdx + 1) & kHistMask;
+
+            return (float)sum;
+        }
+
+        /// <summary>
+        /// Get the gain at the specified number of frequency points
+        /// </summary>
+        /// <param name="freqPoints"></param>
+        /// <returns></returns>
+        public float[] FilterGain(int freqPoints)
+        {
+            // Filter gain at uniform frequency intervals
+            float[] g = new float[freqPoints];
+            double theta, s, c, sac, sas, sbc, sbs;
+            float gMax = -100.0f;
+            float sc = 10.0f / (float)Math.Log(10.0f);
+            double t = Math.PI / (freqPoints - 1);
+
+            for (int i = 0; i < freqPoints; i++)
+            {
+                theta = i * t;
+
+                if (i == 0)
+                    theta = Math.PI * 0.0001;
+
+                if (i == freqPoints - 1)
+                    theta = Math.PI * 0.9999;
+
+                sac = 0.0f;
+                sas = 0.0f;
+                sbc = 0.0f;
+                sbs = 0.0f;
+
+                for (int k = 0; k <= m_order; k++)
+                {
+                    c = Math.Cos(k * theta);
+                    s = Math.Sin(k * theta);
+                    sac += c * m_aCoeff[k];
+                    sas += s * m_aCoeff[k];
+                    sbc += c * m_bCoeff[k];
+                    sbs += s * m_bCoeff[k];
+                }
+
+                g[i] = sc * (float)Math.Log((Sqr(sac) + Sqr(sas)) / (Sqr(sbc) + Sqr(sbs)));
+                gMax = Math.Max(gMax, g[i]);
+            }
+
+            // Normalize to 0 dB maximum gain
+            for (int i = 0; i < freqPoints; i++)
+                g[i] -= gMax;
+
+            // Normalize numerator (a) coefficients
+            float normFactor = (float)Math.Pow(10.0, -0.05 * gMax);
+
+            for (int i = 0; i <= m_order; i++)
+                m_aCoeff[i] *= normFactor;
+
+            return g;
+        }
+    }
+}
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs b/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
new file mode 100644
index 00000000..b04f5bbf
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
@@ -0,0 +1,577 @@
+using System;
+using System.Collections.Generic;
+using System.Text;
+using System.Runtime.InteropServices;
+using System.Collections;
+
+namespace Pitch
+{
+    /// <summary>
+    /// Pitch related DSP
+    /// </summary>
+    public class PitchDsp
+    {
+        public static readonly double InverseLog2 = 1.0 / Math.Log10(2.0);
+
+        private const int kCourseOctaveSteps = 96;
+        private const int kScanHiSize = 31;
+        private const float kScanHiFreqStep = 1.005f;
+        private const int kMinMidiNote = 21; // A0
+        private const int kMaxMidiNote = 108; // C8
+
+        private float m_minPitch;
+        private float m_maxPitch;
+        private int m_minNote;
+        private int m_maxNote;
+        private int m_blockLen14; // 1/4 block len
+        private int m_blockLen24; // 2/4 block len
+        private int m_blockLen34; // 3/4 block len
+        private int m_blockLen44; // 4/4 block len
+        private double m_sampleRate;
+        private float m_detectLevelThreshold;
+
+        private int m_numCourseSteps;
+        private float[] m_pCourseFreqOffset;
+        private float[] m_pCourseFreq;
+        private float[] m_scanHiOffset = new float[kScanHiSize];
+        private float[] m_peakBuf = new float[kScanHiSize];
+        private int m_prevPitchIdx;
+        private float[] m_detectCurve;
+
+        /// <summary>
+        /// Constructor
+        /// </summary>
+        /// <param name="fSampleRate"></param>
+        /// <param name="minFreq"></param>
+        /// <param name="maxFreq"></param>
+        /// <param name="fFreqStep"></param>
+        public PitchDsp(double sampleRate, float minPitch, float maxPitch, float detectLevelThreshold)
+        {
+            m_sampleRate = sampleRate;
+            m_minPitch = minPitch;
+            m_maxPitch = maxPitch;
+            m_detectLevelThreshold = detectLevelThreshold;
+
+            m_minNote = (int)(PitchToMidiNote(m_minPitch) + 0.5f) + 2;
+            m_maxNote = (int)(PitchToMidiNote(m_maxPitch) + 0.5f) - 2;
+
+            m_blockLen44 = (int)(m_sampleRate / m_minPitch + 0.5f);
+            m_blockLen34 = (m_blockLen44 * 3) / 4;
+            m_blockLen24 = m_blockLen44 / 2;
+            m_blockLen14 = m_blockLen44 / 4;
+
+            m_numCourseSteps = (int)((Math.Log((double)m_maxPitch / (double)m_minPitch) / Math.Log(2.0)) * kCourseOctaveSteps + 0.5) + 3;
+
+            m_pCourseFreqOffset = new float[m_numCourseSteps + 10000];
+            m_pCourseFreq = new float[m_numCourseSteps + 10000];
+
+            m_detectCurve = new float[m_numCourseSteps];
+
+            double freqStep = 1.0 / Math.Pow(2.0, 1.0 / kCourseOctaveSteps);
+            double curFreq = m_maxPitch / freqStep;
+
+            // frequency is stored from high to low
+            for (int idx = 0; idx < m_numCourseSteps; idx++)
+            {
+                m_pCourseFreq[idx] = (float)curFreq;
+                m_pCourseFreqOffset[idx] = (float)(m_sampleRate / curFreq);
+                curFreq *= freqStep;
+            }
+
+            for (int idx = 0; idx < kScanHiSize; idx++)
+                m_scanHiOffset[idx] = (float)Math.Pow(kScanHiFreqStep, (kScanHiSize / 2) - idx);
+        }
+
+        /// <summary>
+        /// Get the max detected pitch
+        /// </summary>
+        public float MaxPitch
+        {
+            get { return m_maxPitch; }
+        }
+
+        /// <summary>
+        /// Get the min detected pitch
+        /// </summary>
+        public float MinPitch
+        {
+            get { return m_minPitch; }
+        }
+
+        /// <summary>
+        /// Get the max note
+        /// </summary>
+        public int MaxNote
+        {
+            get { return m_maxNote; }
+        }
+
+        /// <summary>
+        /// Get the min note
+        /// </summary>
+        public int MinNote
+        {
+            get { return m_minNote; }
+        }
+
+        /// <summary>
+        /// Detect the pitch
+        /// </summary>
+        public float DetectPitch(float[] samplesLo, float[] samplesHi, int numSamples)
+        {
+            float pitch = 0.0f;
+
+            if (!LevelIsAbove(samplesLo, numSamples, m_detectLevelThreshold) &&
+                !LevelIsAbove(samplesHi, numSamples, m_detectLevelThreshold))
+            {
+                // Level is too low
+                return 0.0f;
+            }
+
+            pitch = DetectPitchLo(samplesLo, samplesHi);
+            return pitch;
+        }
+
+        /// <summary>
+        /// Low resolution pitch detection
+        /// </summary>
+        /// <param name="dataIdx"></param>
+        /// <param name="begFreqIdx"></param>
+        /// <param name="endFreqIdx"></param>
+        /// <param name="blockLen"></param>
+        /// <param name="stepSize"></param>
+        /// <returns></returns>
+        private float DetectPitchLo(float[] samplesLo, float[] samplesHi)
+        {
+            m_detectCurve.Clear();
+
+            const int skipSize = 8;
+            const int peakScanSize = 23;
+            const int peakScanSizeHalf = peakScanSize / 2;
+
+            float peakThresh1 = 200.0f;
+            float peakThresh2 = 600.0f;
+            bool bufferSwitched = false;
+
+            for (int idx = 0; idx < m_numCourseSteps; idx += skipSize)
+            {
+                int blockLen = Math.Min(m_blockLen44, (int)m_pCourseFreqOffset[idx] * 2);
+                float[] curSamples = null;
+
+                // 258 is at 250 Hz, which is the switchover frequency for the two filters
+                bool loBuffer = idx >= 258;
+
+                if (loBuffer)
+                {
+                    if (!bufferSwitched)
+                    {
+                        m_detectCurve.Clear(258 - peakScanSizeHalf, 258 + peakScanSizeHalf);
+                        bufferSwitched = true;
+                    }
+
+                    curSamples = samplesLo;
+                }
+                else
+                    curSamples = samplesHi;
+
+                int stepSizeLoRes = blockLen / 10;
+                int stepSizeHiRes = Math.Max(1, Math.Min(5, idx * 5 / m_numCourseSteps));
+
+                float fValue = RatioAbsDiffLinear(curSamples, idx, blockLen, stepSizeLoRes, false);
+
+                if (fValue > peakThresh1)
+                {
+                    // Do a closer search for the peak
+                    int peakIdx = -1;
+                    float peakVal = 0.0f;
+                    float prevVal = 0.0f;
+                    int dir = 4; // start going forward
+                    int curPos = idx; // start at center of the scan range
+                    int begSearch = Math.Max(idx - peakScanSizeHalf, 0);
+                    int endSearch = Math.Min(idx + peakScanSizeHalf, m_numCourseSteps - 1);
+
+                    while (curPos >= begSearch && curPos < endSearch)
+                    {
+                        float curVal = RatioAbsDiffLinear(curSamples, curPos, blockLen, stepSizeHiRes, true);
+
+                        if (peakVal < curVal)
+                        {
+                            peakVal = curVal;
+                            peakIdx = curPos;
+                        }
+
+                        if (prevVal > curVal)
+                        {
+                            dir = -dir >> 1;
+
+                            if (dir == 0)
+                            {
+                                if (peakVal > peakThresh2 && peakIdx >= 6 && peakIdx <= m_numCourseSteps - 7)
+                                {
+                                    float fValL = RatioAbsDiffLinear(curSamples, peakIdx - 5, blockLen, stepSizeHiRes, true);
+                                    float fValR = RatioAbsDiffLinear(curSamples, peakIdx + 5, blockLen, stepSizeHiRes, true);
+                                    float fPointy = peakVal / (fValL + fValR) * 2.0f;
+
+                                    float minPointy = (m_prevPitchIdx > 0 && Math.Abs(m_prevPitchIdx - peakIdx) < 10) ? 1.2f : 1.5f;
+
+                                    if (fPointy > minPointy)
+                                    {
+                                        float pitchHi = DetectPitchHi(curSamples, peakIdx);
+
+                                        if (pitchHi > 1.0f)
+                                        {
+                                            m_prevPitchIdx = peakIdx;
+                                            return pitchHi;
+                                        }
+                                    }
+                                }
+
+                                break;
+                            }
+                        }
+
+                        prevVal = curVal;
+                        curPos += dir;
+                    }
+                }
+            }
+
+            m_prevPitchIdx = 0;
+            return 0.0f;
+        }
+
+        /// <summary>
+        /// High resolution pitch detection
+        /// </summary>
+        /// <param name="dataIdx"></param>
+        /// <param name="lowFreqIdx"></param>
+        /// <returns></returns>
+        private float DetectPitchHi(float[] samples, int lowFreqIdx)
+        {
+            int peakIdx = -1;
+            float prevVal = 0.0f;
+            int dir = 4; // start going forward
+            int curPos = kScanHiSize >> 1; // start at center of the scan range
+
+            m_peakBuf.Clear();
+
+            float offset = m_pCourseFreqOffset[lowFreqIdx];
+
+            while (curPos >= 0 && curPos < kScanHiSize)
+            {
+                if (m_peakBuf[curPos] == 0.0f)
+                    m_peakBuf[curPos] = SumAbsDiffHermite(samples, offset * m_scanHiOffset[curPos], m_blockLen44, 1);
+
+                if (peakIdx < 0 || m_peakBuf[peakIdx] < m_peakBuf[curPos])
+                    peakIdx = curPos;
+
+                if (prevVal > m_peakBuf[curPos])
+                {
+                    dir = -dir >> 1;
+
+                    if (dir == 0)
+                    {
+                        // found the peak
+                        float minVal = Math.Min(m_peakBuf[peakIdx - 1], m_peakBuf[peakIdx + 1]);
+
+                        minVal -= minVal * (1.0f / 32.0f);
+
+                        var y1 = (float)Math.Log10(m_peakBuf[peakIdx - 1] - minVal);
+                        var y2 = (float)Math.Log10(m_peakBuf[peakIdx] - minVal);
+                        var y3 = (float)Math.Log10(m_peakBuf[peakIdx + 1] - minVal);
+
+                        float fIdx = (float)peakIdx + (y3 - y1) / (2.0f * (2.0f * y2 - y1 - y3));
+
+                        return (float)Math.Pow(kScanHiFreqStep, fIdx - (kScanHiSize / 2)) * m_pCourseFreq[lowFreqIdx];
+                    }
+                }
+
+                prevVal = m_peakBuf[curPos];
+                curPos += dir;
+            }
+
+            return 0.0f;
+        }
+
+        /// <summary>
+        /// Create a sine wave with the specified frequency, amplitude and starting angle.
+        /// Returns the updated angle.
+        /// </summary>
+        /// <param name="buffer"></param>
+        /// <param name="numSamples"></param>
+        /// <param name="freq"></param>
+        /// <param name="amplitude"></param>
+        /// <param name="startAngle"></param>
+        /// <returns></returns>
+        public static double CreateSineWave(float[] buffer, int numSamples, float sampleRate,
+                                            float freq, float amplitude, double startAngle)
+        {
+            double angleStep = freq / sampleRate * Math.PI * 2.0;
+            double curAngle = startAngle;
+
+            for (int idx = 0; idx < numSamples; idx++)
+            {
+                buffer[idx] = (float)Math.Sin(curAngle) * amplitude;
+
+                curAngle += angleStep;
+
+                while (curAngle > Math.PI)
+                    curAngle -= Math.PI * 2.0;
+            }
+
+            return curAngle;
+        }
+
+        /// <summary>
+        /// Returns true if the level is above the specified value
+        /// </summary>
+        /// <param name="buffer"></param>
+        /// <param name="startIdx"></param>
+        /// <param name="len"></param>
+        /// <param name="level"></param>
+        /// <returns></returns>
+        public bool LevelIsAbove(float[] buffer, int len, float level)
+        {
+            if (buffer == null || buffer.Length == 0)
+                return false;
+
+            int endIdx = Math.Min(buffer.Length, len);
+
+            for (int idx = 0; idx < endIdx; idx++)
+            {
+                if (Math.Abs(buffer[idx]) >= level)
+                    return true;
+            }
+
+            return false;
+        }
+
+        /// <summary>
+        /// Copy the data from the source to the destination buffer
+        /// </summary>
+        /// <param name="source"></param>
+        /// <param name="destination"></param>
+        /// <param name="startPos"></param>  
+        /// <param name="length"></param>
+        public static void CopyBuffer<T>(T[] source, int srcStart, T[] destination, int dstStart, int length)
+        {
+            if (length < 0)
+                throw new ArgumentOutOfRangeException("length");
+
+            if (source == null || source.Length < srcStart + length)
+                throw new Exception("Source buffer is null or not large enough");
+
+            if (destination == null || destination.Length < dstStart + length)
+                throw new Exception("Destination buffer is null or not large enough");
+
+            int srcIdx = srcStart;
+            int dstIdx = dstStart;
+
+            for (int idx = 0; idx < length; idx++)
+                destination[dstIdx++] = source[srcIdx++];
+        }
+
+        /// <summary>
+        /// // 4-point, 3rd-order Hermite (x-form)
+        /// </summary>
+        private float InterpolateHermite(float fY0, float fY1, float fY2, float fY3, float frac)
+        {
+            float c1 = 0.5f * (fY2 - fY0);
+            float c3 = 1.5f * (fY1 - fY2) + 0.5f * (fY3 - fY0);
+            float c2 = fY0 - fY1 + c1 - c3;
+
+            return ((c3 * frac + c2) * frac + c1) * frac + fY1;
+        }
+
+        /// <summary>
+        /// Linear interpolation
+        /// nFrac is based on 1.0 = 256
+        /// </summary>
+        private float InterpolateLinear(float y0, float y1, float frac)
+        {
+            return y0 * (1.0f - frac) + y1 * frac;
+        }
+
+        /// <summary>
+        /// Medium Low res SumAbsDiff
+        /// </summary>
+        private float RatioAbsDiffLinear(float[] samples, int freqIdx, int blockLen, int stepSize, bool hiRes)
+        {
+            if (hiRes && m_detectCurve[freqIdx] > 0.0f)
+                return m_detectCurve[freqIdx];
+
+            var offsetInt = (int)m_pCourseFreqOffset[freqIdx];
+            float offsetFrac = m_pCourseFreqOffset[freqIdx] - offsetInt;
+            float rect = 0.0f;
+            float absDiff = 0.01f; // prevent divide by zero
+            int count = 0;
+            float interp;
+            float sample;
+
+            // Do a scan using linear interpolation and the specified step size
+            for (int idx = 0; idx < blockLen; idx += stepSize, count++)
+            {
+                sample = samples[idx];
+                interp = InterpolateLinear(samples[offsetInt + idx], samples[offsetInt + idx + 1], offsetFrac);
+                absDiff += Math.Abs(sample - interp);
+                rect += Math.Abs(sample) + Math.Abs(interp);
+            }
+
+            float finalVal = rect / absDiff * 100.0f;
+
+            if (hiRes)
+                m_detectCurve[freqIdx] = finalVal;
+
+            return finalVal;
+        }
+
+        /// <summary>
+        /// Medium High res SumAbsDiff
+        /// </summary>
+        private float SumAbsDiffHermite(float[] samples, float fOffset, int blockLen, int stepSize)
+        {
+            var offsetInt = (int)fOffset;
+            float offsetFrac = fOffset - offsetInt;
+            float value = 0.001f; // prevent divide by zero
+            int count = 0;
+
+            // do a scan using linear interpolation and the specified step size
+            for (int idx = 0; idx < blockLen; idx += stepSize, count++)
+            {
+                int offsetIdx = offsetInt + idx;
+
+                value += Math.Abs(samples[idx] - InterpolateHermite(samples[offsetIdx - 1],
+                                                                    samples[offsetIdx],
+                                                                    samples[offsetIdx + 1],
+                                                                    samples[offsetIdx + 2],
+                                                                    offsetFrac));
+            }
+
+            return count / value;
+        }
+
+        /// <summary>
+        /// Get the MIDI note and cents of the pitch 
+        /// </summary>
+        /// <param name="pitch"></param>
+        /// <param name="note"></param>
+        /// <param name="cents"></param>
+        /// <returns></returns>
+        public static bool PitchToMidiNote(float pitch, out int note, out int cents)
+        {
+            if (pitch < 20.0f)
+            {
+                note = 0;
+                cents = 0;
+                return false;
+            }
+
+            float fNote = (float)((12.0 * Math.Log10(pitch / 55.0) * InverseLog2)) + 33.0f;
+            note = (int)(fNote + 0.5f);
+            cents = (int)((note - fNote) * 100);
+            return true;
+        }
+
+        /// <summary>
+        /// Get the pitch from the MIDI note
+        /// </summary>
+        /// <param name="pitch"></param>
+        /// <returns></returns>
+        public static float PitchToMidiNote(float pitch)
+        {
+            if (pitch < 20.0f)
+                return 0.0f;
+
+            return (float)(12.0 * Math.Log10(pitch / 55.0) * InverseLog2) + 33.0f;
+        }
+
+        /// <summary>
+        /// Get the pitch from the MIDI note
+        /// </summary>
+        /// <param name="note"></param>
+        /// <returns></returns>
+        public float MidiNoteToPitch(float note)
+        {
+            if (note < 33.0f)
+                return 0.0f;
+
+            float pitch = (float)Math.Pow(10.0, (note - 33.0f) / InverseLog2 / 12.0f) * 55.0f;
+            return pitch <= m_maxPitch ? pitch : 0.0f;
+        }
+
+        /// <summary>
+        /// Format a midi note to text
+        /// </summary>
+        /// <param name="note"></param>
+        /// <param name="sharps"></param>
+        /// <param name="showOctave"></param>
+        /// <returns></returns>
+        public static string GetNoteName(int note, bool sharps, bool showOctave)
+        {
+            if (note < kMinMidiNote || note > kMaxMidiNote)
+                return null;
+
+            note -= kMinMidiNote;
+
+            int octave = (note + 9) / 12;
+            note = note % 12;
+            string noteText = null;
+
+            switch (note)
+            {
+                case 0:
+                    noteText = "A";
+                    break;
+
+                case 1:
+                    noteText = sharps ? "A#" : "Bb";
+                    break;
+
+                case 2:
+                    noteText = "B";
+                    break;
+
+                case 3:
+                    noteText = "C";
+                    break;
+
+                case 4:
+                    noteText = sharps ? "C#" : "Db";
+                    break;
+
+                case 5:
+                    noteText = "D";
+                    break;
+
+                case 6:
+                    noteText = sharps ? "D#" : "Eb";
+                    break;
+
+                case 7:
+                    noteText = "E";
+                    break;
+
+                case 8:
+                    noteText = "F";
+                    break;
+
+                case 9:
+                    noteText = sharps ? "F#" : "Gb";
+                    break;
+
+                case 10:
+                    noteText = "G";
+                    break;
+
+                case 11:
+                    noteText = sharps ? "G#" : "Ab";
+                    break;
+            }
+
+            if (showOctave)
+                noteText += " " + octave.ToString();
+
+            return noteText;
+        }
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs b/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
new file mode 100644
index 00000000..d496ea16
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
@@ -0,0 +1,414 @@
+using System;
+using System.Collections.Generic;
+using System.Text;
+using System.Collections;
+using System.Threading;
+
+namespace Pitch
+{
+    /// <summary>
+    /// Tracks pitch
+    /// </summary>
+    public class PitchTracker
+    {
+        private const int kOctaveSteps = 96;
+        private const int kStepOverlap = 4;
+        private const float kMinFreq = 50.0f; // A1, Midi note 33, 55.0Hz
+        private const float kMaxFreq = 1800.0f; // A#6. Midi note 92
+        private const int kStartCircular = 40; // how far into the sample buffer do we start checking (allow for filter settling)
+        private const float kDetectOverlapSec = 0.005f;
+        private const float kMaxOctaveSecRate = 10.0f;
+
+        private const float kAvgOffset = 0.005f; // time offset between pitch averaging values
+        private const int kAvgCount = 1; // number of average pitch samples to take
+        private const float kCircularBufSaveTime = 1.0f; // Amount of samples to store in the history buffer
+
+        private PitchDsp m_dsp;
+        private CircularBuffer<float> m_circularBufferLo;
+        private CircularBuffer<float> m_circularBufferHi;
+        private double m_sampleRate;
+        private float m_detectLevelThreshold = 0.01f; // -40dB
+        private int m_pitchRecordsPerSecond = 50; // default is 50, or one record every 20ms
+
+        private float[] m_pitchBufLo;
+        private float[] m_pitchBufHi;
+        private int m_pitchBufSize;
+        private int m_samplesPerPitchBlock;
+        private int m_curPitchIndex;
+        private long m_curPitchSamplePos;
+
+        private int m_detectOverlapSamples;
+        private float m_maxOverlapDiff;
+
+        private bool m_recordPitchRecords;
+        private int m_pitchRecordHistorySize;
+        private List<PitchRecord> m_pitchRecords = new List<PitchRecord>();
+        private PitchRecord m_curPitchRecord = new PitchRecord();
+
+        private IIRFilter m_iirFilterLoLo;
+        private IIRFilter m_iirFilterLoHi;
+        private IIRFilter m_iirFilterHiLo;
+        private IIRFilter m_iirFilterHiHi;
+
+        public delegate void PitchDetectedHandler(PitchTracker sender, PitchRecord pitchRecord);
+
+        public event PitchDetectedHandler PitchDetected;
+
+        /// <summary>
+        /// Constructor
+        /// </summary>
+        public PitchTracker() {}
+
+        /// <summary>
+        /// Set the sample rate
+        /// </summary>
+        public double SampleRate
+        {
+            set
+            {
+                if (m_sampleRate == value)
+                    return;
+
+                m_sampleRate = value;
+                Setup();
+            }
+        }
+
+        /// <summary>
+        /// Set the detect level threshold, The value must be between 0.0001f and 1.0f (-80 dB to 0 dB)
+        /// </summary>
+        public float DetectLevelThreshold
+        {
+            set
+            {
+                float newValue = Math.Max(0.0001f, Math.Min(1.0f, value));
+
+                if (m_detectLevelThreshold == newValue)
+                    return;
+
+                m_detectLevelThreshold = newValue;
+                Setup();
+            }
+        }
+
+        /// <summary>
+        /// Return the samples per pitch block
+        /// </summary>
+        public int SamplesPerPitchBlock
+        {
+            get { return m_samplesPerPitchBlock; }
+        }
+
+        /// <summary>
+        /// Get or set the number of pitch records per second (default is 50, or one record every 20ms)
+        /// </summary>
+        public int PitchRecordsPerSecond
+        {
+            get { return m_pitchRecordsPerSecond; }
+            set
+            {
+                m_pitchRecordsPerSecond = Math.Max(1, Math.Min(100, value));
+                Setup();
+            }
+        }
+
+        /// <summary>
+        /// Get or set whether pitch records should be recorded into a history buffer
+        /// </summary>
+        public bool RecordPitchRecords
+        {
+            get { return m_recordPitchRecords; }
+            set
+            {
+                if (m_recordPitchRecords == value)
+                    return;
+
+                m_recordPitchRecords = value;
+
+                if (!m_recordPitchRecords)
+                    m_pitchRecords = new List<PitchRecord>();
+            }
+        }
+
+        /// <summary>
+        /// Get or set the max number of pitch records to keep. A value of 0 means no limit.
+        /// Don't leave this at 0 when RecordPitchRecords is true and this is used in a realtime
+        /// application since the buffer will grow indefinately!
+        /// </summary>
+        public int PitchRecordHistorySize
+        {
+            get { return m_pitchRecordHistorySize; }
+            set
+            {
+                m_pitchRecordHistorySize = value;
+
+                m_pitchRecords.Capacity = m_pitchRecordHistorySize;
+            }
+        }
+
+        /// <summary>
+        /// Get the current pitch records
+        /// </summary>
+        public IList PitchRecords
+        {
+            get { return m_pitchRecords.AsReadOnly(); }
+        }
+
+        /// <summary>
+        /// Get the latest pitch record
+        /// </summary>
+        public PitchRecord CurrentPitchRecord
+        {
+            get { return m_curPitchRecord; }
+        }
+
+        /// <summary>
+        /// Get the current pitch position
+        /// </summary>
+        public long CurrentPitchSamplePosition
+        {
+            get { return m_curPitchSamplePos; }
+        }
+
+        /// <summary>
+        /// Get the minimum frequency that can be detected
+        /// </summary>
+        public static float MinDetectFrequency
+        {
+            get { return kMinFreq; }
+        }
+
+        /// <summary>
+        /// Get the maximum frequency that can be detected
+        /// </summary>
+        public static float MaxDetectFrequency
+        {
+            get { return kMaxFreq; }
+        }
+
+        /// <summary>
+        /// Get the frequency step
+        /// </summary>
+        public static double FrequencyStep
+        {
+            get { return Math.Pow(2.0, 1.0 / kOctaveSteps); }
+        }
+
+        /// <summary>
+        /// Get the number of samples that the detected pitch is offset from the input buffer.
+        /// This is just an estimate to sync up the samples and detected pitch
+        /// </summary>
+        public int DetectSampleOffset
+        {
+            get { return (m_pitchBufSize + m_detectOverlapSamples) / 2; }
+        }
+
+        /// <summary>
+        /// Reset the pitch tracker. Call this when the sample position is
+        /// not consecutive from the previous position
+        /// </summary>
+        public void Reset()
+        {
+            m_curPitchIndex = 0;
+            m_curPitchSamplePos = 0;
+            m_pitchRecords.Clear();
+            m_iirFilterLoLo.Reset();
+            m_iirFilterLoHi.Reset();
+            m_iirFilterHiLo.Reset();
+            m_iirFilterHiHi.Reset();
+            m_circularBufferLo.Reset();
+            m_circularBufferLo.Clear();
+            m_circularBufferHi.Reset();
+            m_circularBufferHi.Clear();
+            m_pitchBufLo.Clear();
+            m_pitchBufHi.Clear();
+
+            m_circularBufferLo.StartPosition = -m_detectOverlapSamples;
+            m_circularBufferLo.Available = m_detectOverlapSamples;
+            m_circularBufferHi.StartPosition = -m_detectOverlapSamples;
+            m_circularBufferHi.Available = m_detectOverlapSamples;
+        }
+
+        /// <summary>
+        /// Process the passed in buffer of data. During this call, the PitchDetected event will
+        /// be fired zero or more times, depending how many pitch records will fit in the new
+        /// and previously cached buffer.
+        ///
+        /// This means that there is no size restriction on the buffer that is passed into ProcessBuffer.
+        /// For instance, ProcessBuffer can be called with one very large buffer that contains all of the
+        /// audio to be processed (many PitchDetected events will be fired), or just a small buffer at
+        /// a time which is more typical for realtime applications. In the latter case, the PitchDetected
+        /// event might not be fired at all since additional calls must first be made to accumulate enough
+        /// data do another pitch detect operation.
+        /// </summary>
+        /// <param name="inBuffer">Input buffer. Samples must be in the range -1.0 to 1.0</param>
+        /// <param name="sampleCount">Number of samples to process. Zero means all samples in the buffer</param>
+        public void ProcessBuffer(float[] inBuffer, int sampleCount = 0)
+        {
+            if (inBuffer == null)
+                throw new ArgumentNullException("inBuffer", "Input buffer cannot be null");
+
+            int samplesProcessed = 0;
+            int srcLength = sampleCount == 0 ? inBuffer.Length : Math.Min(sampleCount, inBuffer.Length);
+
+            while (samplesProcessed < srcLength)
+            {
+                int frameCount = Math.Min(srcLength - samplesProcessed, m_pitchBufSize + m_detectOverlapSamples);
+
+                m_iirFilterLoLo.FilterBuffer(inBuffer, samplesProcessed, m_pitchBufLo, 0, frameCount);
+                m_iirFilterLoHi.FilterBuffer(m_pitchBufLo, 0, m_pitchBufLo, 0, frameCount);
+
+                m_iirFilterHiLo.FilterBuffer(inBuffer, samplesProcessed, m_pitchBufHi, 0, frameCount);
+                m_iirFilterHiHi.FilterBuffer(m_pitchBufHi, 0, m_pitchBufHi, 0, frameCount);
+
+                m_circularBufferLo.WriteBuffer(m_pitchBufLo, frameCount);
+                m_circularBufferHi.WriteBuffer(m_pitchBufHi, frameCount);
+
+                // Loop while there is enough samples in the circular buffer
+                while (m_circularBufferLo.ReadBuffer(m_pitchBufLo, m_curPitchSamplePos, m_pitchBufSize + m_detectOverlapSamples))
+                {
+                    float pitch1;
+                    float pitch2 = 0.0f;
+                    float detectedPitch = 0.0f;
+
+                    m_circularBufferHi.ReadBuffer(m_pitchBufHi, m_curPitchSamplePos, m_pitchBufSize + m_detectOverlapSamples);
+
+                    pitch1 = m_dsp.DetectPitch(m_pitchBufLo, m_pitchBufHi, m_pitchBufSize);
+
+                    if (pitch1 > 0.0f)
+                    {
+                        // Shift the buffers left by the overlapping amount
+                        m_pitchBufLo.Copy(m_pitchBufLo, m_detectOverlapSamples - 1, 0, m_pitchBufSize);
+                        m_pitchBufHi.Copy(m_pitchBufHi, m_detectOverlapSamples - 1, 0, m_pitchBufSize);
+
+                        pitch2 = m_dsp.DetectPitch(m_pitchBufLo, m_pitchBufHi, m_pitchBufSize);
+
+                        if (pitch2 > 0.0f)
+                        {
+                            float fDiff = Math.Max(pitch1, pitch2) / Math.Min(pitch1, pitch2) - 1.0f;
+
+                            if (fDiff < m_maxOverlapDiff)
+                                detectedPitch = (pitch1 + pitch2) * 0.5f;
+                        }
+                    }
+
+                    // Log the pitch record
+                    AddPitchRecord(detectedPitch);
+
+                    m_curPitchSamplePos += m_samplesPerPitchBlock;
+                    m_curPitchIndex++;
+                }
+
+                samplesProcessed += frameCount;
+            }
+        }
+
+        /// <summary>
+        /// Setup
+        /// </summary>
+        private void Setup()
+        {
+            if (m_sampleRate < 1.0f)
+                return;
+
+            m_dsp = new PitchDsp(m_sampleRate, kMinFreq, kMaxFreq, m_detectLevelThreshold);
+
+            m_iirFilterLoLo = new IIRFilter();
+            m_iirFilterLoLo.Proto = IIRFilter.ProtoType.Butterworth;
+            m_iirFilterLoLo.Type = IIRFilter.FilterType.HP;
+            m_iirFilterLoLo.Order = 5;
+            m_iirFilterLoLo.FreqLow = 45.0f;
+            m_iirFilterLoLo.SampleRate = (float)m_sampleRate;
+
+            m_iirFilterLoHi = new IIRFilter();
+            m_iirFilterLoHi.Proto = IIRFilter.ProtoType.Butterworth;
+            m_iirFilterLoHi.Type = IIRFilter.FilterType.LP;
+            m_iirFilterLoHi.Order = 5;
+            m_iirFilterLoHi.FreqHigh = 280.0f;
+            m_iirFilterLoHi.SampleRate = (float)m_sampleRate;
+
+            m_iirFilterHiLo = new IIRFilter();
+            m_iirFilterHiLo.Proto = IIRFilter.ProtoType.Butterworth;
+            m_iirFilterHiLo.Type = IIRFilter.FilterType.HP;
+            m_iirFilterHiLo.Order = 5;
+            m_iirFilterHiLo.FreqLow = 45.0f;
+            m_iirFilterHiLo.SampleRate = (float)m_sampleRate;
+
+            m_iirFilterHiHi = new IIRFilter();
+            m_iirFilterHiHi.Proto = IIRFilter.ProtoType.Butterworth;
+            m_iirFilterHiHi.Type = IIRFilter.FilterType.LP;
+            m_iirFilterHiHi.Order = 5;
+            m_iirFilterHiHi.FreqHigh = 2000.0f;
+            m_iirFilterHiHi.SampleRate = (float)m_sampleRate;
+
+            m_detectOverlapSamples = (int)(kDetectOverlapSec * m_sampleRate);
+            m_maxOverlapDiff = kMaxOctaveSecRate * kDetectOverlapSec;
+
+            m_pitchBufSize = (int)(((1.0f / (float)kMinFreq) * 2.0f + ((kAvgCount - 1) * kAvgOffset)) * m_sampleRate) + 16;
+            m_pitchBufLo = new float[m_pitchBufSize + m_detectOverlapSamples];
+            m_pitchBufHi = new float[m_pitchBufSize + m_detectOverlapSamples];
+            m_samplesPerPitchBlock = (int)Math.Round(m_sampleRate / m_pitchRecordsPerSecond);
+
+            m_circularBufferLo = new CircularBuffer<float>((int)(kCircularBufSaveTime * m_sampleRate + 0.5f) + 10000);
+            m_circularBufferHi = new CircularBuffer<float>((int)(kCircularBufSaveTime * m_sampleRate + 0.5f) + 10000);
+        }
+
+        /// <summary>
+        /// The pitch was detected - add the record
+        /// </summary>
+        /// <param name="pitch"></param>
+        private void AddPitchRecord(float pitch)
+        {
+            int midiNote = 0;
+            int midiCents = 0;
+
+            PitchDsp.PitchToMidiNote(pitch, out midiNote, out midiCents);
+
+            var record = new PitchRecord();
+
+            record.RecordIndex = m_curPitchIndex;
+            record.Pitch = pitch;
+            record.MidiNote = midiNote;
+            record.MidiCents = midiCents;
+
+            m_curPitchRecord = record;
+
+            if (m_recordPitchRecords)
+            {
+                if (m_pitchRecordHistorySize > 0 && m_pitchRecords.Count >= m_pitchRecordHistorySize)
+                    m_pitchRecords.RemoveAt(0);
+
+                m_pitchRecords.Add(record);
+            }
+
+            if (this.PitchDetected != null)
+                this.PitchDetected(this, record);
+        }
+
+        /// <summary>
+        /// Stores one record
+        /// </summary>
+        public struct PitchRecord
+        {
+            /// <summary>
+            /// The index of the pitch record since the last Reset call
+            /// </summary>
+            public int RecordIndex { get; set; }
+
+            /// <summary>
+            /// The detected pitch
+            /// </summary>
+            public float Pitch { get; set; }
+
+            /// <summary>
+            /// The detected MIDI note, or 0 for no pitch
+            /// </summary>
+            public int MidiNote { get; set; }
+
+            /// <summary>
+            /// The offset from the detected MIDI note in cents, from -50 to +50.
+            /// </summary>
+            public int MidiCents { get; set; }
+        }
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Vocaluxe.csproj b/Vocaluxe/Vocaluxe.csproj
index d0c8f9ba..bc2260e4 100644
--- a/Vocaluxe/Vocaluxe.csproj
+++ b/Vocaluxe/Vocaluxe.csproj
@@ -268,6 +268,11 @@
     <Compile Include="Lib\Sound\Record\CRecordBase.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSampleDataEventArgs.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSoundCardSource.cs" />
+    <Compile Include="Lib\Sound\Record\Pitch\CircularBuffer.cs" />
+    <Compile Include="Lib\Sound\Record\Pitch\Extensions.cs" />
+    <Compile Include="Lib\Sound\Record\Pitch\IIRFilter.cs" />
+    <Compile Include="Lib\Sound\Record\Pitch\PitchDsp.cs" />
+    <Compile Include="Lib\Sound\Record\Pitch\PitchTracker.cs" />
     <Compile Include="Lib\Video\Acinerella\CDecoder.cs" />
     <Compile Include="Lib\Video\Acinerella\CDecoderThread.cs" />
     <Compile Include="Lib\Video\Acinerella\CFramebuffer.cs" />

From d04cbe7ceb1764a8f428098a6f6ab791bcec7a54 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Wed, 16 Apr 2014 21:05:57 +0200
Subject: [PATCH 06/14] Add an Interface for Pitchtrackers and set VolTresholds

---
 PitchTracker/PitchWrapper.cpp                 |  42 ++--
 PitchTracker/PitchWrapper.h                   |  11 +-
 .../dywapitchtrack/dywapitchtrack.cpp         |   9 +-
 PitchTracker/dywapitchtrack/dywapitchtrack.h  |   2 +-
 PitchTracker/dywapitchtrack/ptDyWa.cpp        |  24 ++-
 PitchTracker/dywapitchtrack/ptDyWa.h          |   8 +-
 PitchTracker/performous/pitch.hh              |   1 +
 PitchTracker/ptAKF.cpp                        |  19 +-
 PitchTracker/ptAKF.h                          |   9 +-
 Vocaluxe/Lib/Sound/Record/CBuffer.cs          |  56 +++---
 Vocaluxe/Lib/Sound/Record/CRecordBase.cs      |   2 +-
 Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs   |  18 +-
 .../Lib/Sound/Record/Pitch/PitchTracker.cs    |  60 ++++--
 .../Record/{ => PitchTracker}/CAnalyzer.cs    | 180 +++++++++++-------
 .../Record/PitchTracker/IPitchTracker.cs      |  73 +++++++
 Vocaluxe/Vocaluxe.csproj                      |   3 +-
 16 files changed, 344 insertions(+), 173 deletions(-)
 rename Vocaluxe/Lib/Sound/Record/{ => PitchTracker}/CAnalyzer.cs (55%)
 create mode 100644 Vocaluxe/Lib/Sound/Record/PitchTracker/IPitchTracker.cs

diff --git a/PitchTracker/PitchWrapper.cpp b/PitchTracker/PitchWrapper.cpp
index ff6e4252..6314b64c 100644
--- a/PitchTracker/PitchWrapper.cpp
+++ b/PitchTracker/PitchWrapper.cpp
@@ -39,17 +39,17 @@ void Analyzer_Process(Analyzer* analyzer){
     analyzer->process();
 }
 
-double Analyzer_GetPeak(Analyzer* analyzer){
+float Analyzer_GetPeak(Analyzer* analyzer){
 	if(!analyzer)
 		return -999;
-	return analyzer->getPeak();   
+	return static_cast<float>(analyzer->getPeakRaw());
 }
 
 double Analyzer_FindNote(Analyzer* analyzer, double minFreq, double maxFreq){
 	if(!analyzer)
 		return -1;
 	const Tone* tone = analyzer->findTone(minFreq, maxFreq);
-	return (tone == NULL) ? -1 : FreqToNote(tone->freq);    
+	return (tone == NULL) ? -1 : FreqToNote(tone->freq);
 }
 
 bool Analyzer_OutputFloat(Analyzer* analyzer, float* data, int sampleCt, float rate){
@@ -71,6 +71,18 @@ int PtAKF_GetNumHalfTones(){
 	return PtAKF::GetNumHalfTones();
 }
 
+void PtAKF_SetVolumeTreshold(PtAKF* analyzer, float threshold){
+	if(!analyzer)
+		return;
+	analyzer->SetVolumeThreshold(threshold);
+}
+
+float PtAKF_GetVolumeThreshold(PtAKF* analyzer){
+	if(!analyzer)
+		return 0.f;
+	return analyzer->GetVolumeThreshold();
+}
+
 void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt){
 	if(sampleCt <= 0 || !analyzer)
 		return;
@@ -82,7 +94,7 @@ void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt){
 	//analyzer->input(dataShort, dataShort + sampleCt);
 }
 
-int PtAKF_GetNote(PtAKF* analyzer, double* maxVolume, float* weights){
+int PtAKF_GetNote(PtAKF* analyzer, float* maxVolume, float* weights){
 	if(!analyzer)
 		return -1;
 	return analyzer->GetNote(maxVolume, weights);
@@ -97,6 +109,18 @@ void PtDyWa_Free(PtDyWa* analyzer){
 		delete analyzer;
 }
 
+void PtDyWa_SetVolumeTreshold(PtDyWa* analyzer, float threshold){
+	if(!analyzer)
+		return;
+	analyzer->SetVolumeThreshold(threshold);
+}
+
+float PtDyWa_GetVolumeThreshold(PtDyWa* analyzer){
+	if(!analyzer)
+		return 0.f;
+	return analyzer->GetVolumeThreshold();
+}
+
 void PtDyWa_InputByte(PtDyWa* analyzer, char* data, int sampleCt){
 	if(sampleCt <= 0 || !analyzer)
 		return;
@@ -105,16 +129,10 @@ void PtDyWa_InputByte(PtDyWa* analyzer, char* data, int sampleCt){
 	freeFloatArray(dataFloat);
 }
 
-void PtDyWa_Process(PtDyWa* analyzer){
-	if(!analyzer)
-		return;
-	analyzer->Process();
-}
-
-double PtDyWa_GetNote(PtDyWa* analyzer){
+double PtDyWa_FindNote(PtDyWa* analyzer, float* maxVolume){
 	if(!analyzer)
 		return -1;
-	return analyzer->GetNote();
+	return analyzer->FindNote(maxVolume);
 }
 
 /*
diff --git a/PitchTracker/PitchWrapper.h b/PitchTracker/PitchWrapper.h
index 80c5cfa7..6425f862 100644
--- a/PitchTracker/PitchWrapper.h
+++ b/PitchTracker/PitchWrapper.h
@@ -12,21 +12,24 @@ DllExport void Analyzer_InputFloat(Analyzer* analyzer, float* data, int sampleCt
 DllExport void Analyzer_InputShort(Analyzer* analyzer, short* data, int sampleCt);
 DllExport void Analyzer_InputByte(Analyzer* analyzer, char* data, int sampleCt);
 DllExport void Analyzer_Process(Analyzer* analyzer);
-DllExport double Analyzer_GetPeak(Analyzer* analyzer);
+DllExport float Analyzer_GetPeak(Analyzer* analyzer);
 DllExport double Analyzer_FindNote(Analyzer* analyzer, double minFreq, double maxFreq);
 DllExport bool Analyzer_OutputFloat(Analyzer* analyzer, float* data, int sampleCt, float rate);
 
 DllExport PtAKF* PtAKF_Create(unsigned step);
 DllExport void PtAKF_Free(PtAKF* analyzer);
 DllExport int PtAKF_GetNumHalfTones();
+DllExport void PtAKF_SetVolumeThreshold(PtAKF* analyzer, float threshold);
+DllExport float PtAKF_GetVolumeThreshold(PtAKF* analyzer);
 DllExport void PtAKF_InputByte(PtAKF* analyzer, char* data, int sampleCt);
-DllExport int PtAKF_GetNote(PtAKF* analyzer, double* maxVolume, float* weights);
+DllExport int PtAKF_GetNote(PtAKF* analyzer, float* maxVolume, float* weights);
 
 DllExport PtDyWa* PtDyWa_Create(unsigned step);
 DllExport void PtDyWa_Free(PtDyWa* analyzer);
+DllExport void PtDyWa_SetVolumeTreshold(PtDyWa* analyzer,float threshold);
+DllExport float PtDyWa_GetVolumeThreshold(PtDyWa* analyzer);
 DllExport void PtDyWa_InputByte(PtDyWa* analyzer, char* data, int sampleCt);
-DllExport void PtDyWa_Process(PtDyWa* analyzer);
-DllExport double PtDyWa_GetNote(PtDyWa* analyzer);
+DllExport double PtDyWa_FindNote(PtDyWa* analyzer);
 
 /*
 public ref class CTone {
diff --git a/PitchTracker/dywapitchtrack/dywapitchtrack.cpp b/PitchTracker/dywapitchtrack/dywapitchtrack.cpp
index f4c6e653..ec17f052 100644
--- a/PitchTracker/dywapitchtrack/dywapitchtrack.cpp
+++ b/PitchTracker/dywapitchtrack/dywapitchtrack.cpp
@@ -102,7 +102,7 @@ typedef struct _minmax {
 	struct _minmax *next;
 } minmax;
 
-double _dywapitch_computeWaveletPitch(double * samples, int startsample, int samplecount) {
+double _dywapitch_computeWaveletPitch(double * samples, int startsample, int samplecount, float* maxVolume, double volThreshold) {
 	double pitchF = 0.0;
 	
 	int i, j;
@@ -143,6 +143,9 @@ double _dywapitch_computeWaveletPitch(double * samples, int startsample, int sam
 		maxValue = maxValue - theDC;
 		minValue = minValue - theDC;
 		double amplitudeMax = (maxValue > -minValue ? maxValue : -minValue);
+		*maxVolume = static_cast<float>(amplitudeMax + theDC);
+		if(*maxVolume < volThreshold)
+			return 0.0;
 		
 		ampltitudeThreshold = amplitudeMax*maximaThresholdRatio;
 		//asLog("dywapitch theDC=%f ampltitudeThreshold=%f\n", theDC, ampltitudeThreshold);
@@ -439,8 +442,8 @@ void dywapitch_inittracking(dywapitchtracker *pitchtracker) {
 	pitchtracker->_pitchConfidence = -1;
 }
 
-double dywapitch_computepitch(dywapitchtracker *pitchtracker, double * samples, int startsample, int samplecount) {
-	double raw_pitch = _dywapitch_computeWaveletPitch(samples, startsample, samplecount);
+double dywapitch_computepitch(dywapitchtracker *pitchtracker, double * samples, int startsample, int samplecount, float* maxVolume, double volThreshold) {
+	double raw_pitch = _dywapitch_computeWaveletPitch(samples, startsample, samplecount, maxVolume, volThreshold);
 	return _dywapitch_dynamicprocess(pitchtracker, raw_pitch);
 }
 
diff --git a/PitchTracker/dywapitchtrack/dywapitchtrack.h b/PitchTracker/dywapitchtrack/dywapitchtrack.h
index 39aeb38d..95767c29 100644
--- a/PitchTracker/dywapitchtrack/dywapitchtrack.h
+++ b/PitchTracker/dywapitchtrack/dywapitchtrack.h
@@ -100,7 +100,7 @@ void dywapitch_inittracking(dywapitchtracker *pitchtracker);
 // startsample : the index of the first sample to use in the sample buffer
 // samplecount : the number of samples to use to compte the pitch
 // return 0.0 if no pitch was found (sound too low, noise, etc..)
-double dywapitch_computepitch(dywapitchtracker *pitchtracker, double * samples, int startsample, int samplecount);
+double dywapitch_computepitch(dywapitchtracker *pitchtracker, double * samples, int startsample, int samplecount, float* maxVolume, double volThreshold);
 
 #ifdef __cplusplus
 } // extern "C"
diff --git a/PitchTracker/dywapitchtrack/ptDyWa.cpp b/PitchTracker/dywapitchtrack/ptDyWa.cpp
index fa3ab4f0..96572e27 100644
--- a/PitchTracker/dywapitchtrack/ptDyWa.cpp
+++ b/PitchTracker/dywapitchtrack/ptDyWa.cpp
@@ -5,23 +5,27 @@
 PtDyWa::PtDyWa(unsigned step){
 	_Step = step;
 	dywapitch_inittracking(&_State);
+	_VolTreshold = 0.01f;
+	_LastMaxVol = 0.f;
 }
 
-void PtDyWa::Process(){
+void PtDyWa::SetVolumeThreshold(float threshold){
+	_VolTreshold = threshold;
+}
+
+double PtDyWa::FindNote(float* maxVolume){
 	double AnaylsisBuf[_SampleCt];
 	size_t size = _AnalysisBuf.size();
 	if(size > _SampleCt)
 		_AnalysisBuf.pop(size - _SampleCt);
-	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt))
-		return;
+	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt)){
+		*maxVolume = _LastMaxVol * 0.85f;
+		return -1;
+	}
 	_AnalysisBuf.pop(_Step);
-	double pitch = dywapitch_computepitch(&_State, AnaylsisBuf,0,_SampleCt);
+	double pitch = dywapitch_computepitch(&_State, AnaylsisBuf, 0, _SampleCt, maxVolume, _VolTreshold);
 	if(pitch == 0.0)
-		_LastNote = -1;
+		return -1;
 	else
-		_LastNote = FreqToNote(pitch);
-}
-
-double PtDyWa::GetNote(){
-	return _LastNote;
+		return FreqToNote(pitch);
 }
\ No newline at end of file
diff --git a/PitchTracker/dywapitchtrack/ptDyWa.h b/PitchTracker/dywapitchtrack/ptDyWa.h
index c66e1ac7..dd0eb615 100644
--- a/PitchTracker/dywapitchtrack/ptDyWa.h
+++ b/PitchTracker/dywapitchtrack/ptDyWa.h
@@ -11,12 +11,14 @@ public:
 		_AnalysisBuf.insert(begin, end);
 	}
 
-	void Process();
-	double GetNote();
+	double FindNote(float* maxVolume);
+	void SetVolumeThreshold(float threshold);
+	float GetVolumeThreshold(){return _VolTreshold;}
 private:
 	dywapitchtracker _State;
 	constexpr static size_t _SampleCt = 2048;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
 	unsigned _Step;
-	double _LastNote;
+	float _VolTreshold;
+	float _LastMaxVol;
 };
\ No newline at end of file
diff --git a/PitchTracker/performous/pitch.hh b/PitchTracker/performous/pitch.hh
index 1108e0b9..f87a7638 100644
--- a/PitchTracker/performous/pitch.hh
+++ b/PitchTracker/performous/pitch.hh
@@ -86,6 +86,7 @@ public:
 	fft_t const& getFFT() const { return m_fft; }
 	/** Get the peak level in dB (negative value, 0.0 = clipping). **/
 	double getPeak() const { return 10.0 * log10(m_peak); }
+	double getPeakRaw() const { return m_peak; }
 	/** Get a list of all tones detected. **/
 	tones_t const& getTones() const { return m_tones; }
 	/** Find a tone within the singing range; prefers strong tones around 200-400 Hz. **/
diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index f5f95bf7..7a418f22 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -47,6 +47,8 @@ PtAKF::PtAKF(unsigned step){
 		}
 	}
 	_Step = step;
+	_VolTreshold = 0.01f;
+	_LastMaxVol = 0.f;
 }
 
 PtAKF::~PtAKF(){
@@ -59,13 +61,19 @@ PtAKF::~PtAKF(){
 	}
 }
 
-int PtAKF::GetNote(double* restrict maxVolume, float* restrict weights){
+void PtAKF::SetVolumeThreshold(float threshold){
+	_VolTreshold = threshold;
+}
+
+int PtAKF::GetNote(float* restrict maxVolume, float* restrict weights){
 	float AnaylsisBuf[_SampleCt];
 	size_t size = _AnalysisBuf.size();
 	if(size > _SampleCt)
 		_AnalysisBuf.pop(size - _SampleCt);
-	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt))
+	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt)){
+		*maxVolume = _LastMaxVol * 0.85f;
 		return -1;
+	}
 	_AnalysisBuf.pop(_Step);
 	return _GetNote(AnaylsisBuf, maxVolume, weights);
 }
@@ -96,7 +104,7 @@ void PtAKF::AddPeak(SPeak peaks[], float curWeight, int toneIndex){
 	}
 }
 
-int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float* restrict weights){
+int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* restrict weights){
 	// Calculate maximum volume
 
 	float maxVolumeL = 0;
@@ -105,9 +113,12 @@ int PtAKF::_GetNote(float* restrict samples, double* restrict maxVolume, float*
 		if(vol > maxVolumeL)
 			maxVolumeL = vol;
 	}
-	//maxVolumeL /= 32767.;
+	//maxVolumeL /= 32767.f;
 	*maxVolume = maxVolumeL;
 
+	if(maxVolumeL < _VolTreshold)
+		return -1;
+
 	float samplesWindowed[_SampleCt];
 
 	for(int i = 0; i < _SampleCt; i++){
diff --git a/PitchTracker/ptAKF.h b/PitchTracker/ptAKF.h
index 02a2baf2..58c04433 100644
--- a/PitchTracker/ptAKF.h
+++ b/PitchTracker/ptAKF.h
@@ -29,7 +29,9 @@ public:
 		_AnalysisBuf.insert(begin, end);
 	}
 
-	int GetNote(double* restrict maxVolume, float* restrict weights);
+	int GetNote(float* restrict maxVolume, float* restrict weights);
+	void SetVolumeThreshold(float threshold);
+	float GetVolumeThreshold(){return _VolTreshold;}
 	static int GetNumHalfTones(){ return _MaxHalfTone - _MinHalfTone + 1;}
 
 private:
@@ -48,8 +50,11 @@ private:
 	constexpr static size_t _SampleCt = 2048;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
 	unsigned _Step;
+	float _VolTreshold;
+	float _LastMaxVol;
+
+	int _GetNote(float* restrict samples, float* restrict maxVolume, float* restrict weights);
 
-	static int _GetNote(float* restrict samples, double* restrict maxVolume, float* restrict weights);
 	static float _AnalyzeBySampleCt(float* restrict samples, float* restrict samplesWindowed, float samplesPerPeriodD);
 	static inline float _AnalyzeByTone(float* restrict samples, float* restrict samplesWindowed, int toneIndex);
 	static float _AKFBySampleCt(float* restrict samples, float samplesPerPeriodD);
diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index 755aa118..9a4a7b4d 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -24,6 +24,8 @@ using System.IO;
 using System.Windows.Forms;
 using System.Diagnostics;
 using Pitch;
+using Vocaluxe.Lib.Sound.Record.Pitch;
+using Vocaluxe.Lib.Sound.Record.PitchTracker;
 using VocaluxeLib;
 using VocaluxeLib.Utils;
 
@@ -38,17 +40,18 @@ namespace Vocaluxe.Lib.Sound.Record
         private const double _BaseToneFreq = 65.4064; // lowest (half-)tone to analyze (C2 = 65.4064 Hz)
         private const double _HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBase^12 = 2 (one octave)
 #endif
-        private CPtAKF _Analyzer = new CPtAKF();
+        private CPitchTracker _PitchTracker = new CPtAKF();
 
-        private double _MaxVolume;
+        private float _MaxVolume;
 
         public CBuffer()
         {
-            MinVolume = 0.02f;
+            VolTreshold = 0.02f;
             ToneWeigths = new float[GetNumHalfTones()];
             Reset();
 #if TEST_PITCH
             _TestPitchDetection();
+            Reset();
 #endif
         }
 
@@ -57,9 +60,9 @@ namespace Vocaluxe.Lib.Sound.Record
             _Dispose();
         }
 
-        public static int GetNumHalfTones()
+        public int GetNumHalfTones()
         {
-            return CPtAKF.GetNumHalfTones();
+            return _PitchTracker.GetNumHalfTones();
         }
 
         public int ToneAbs { get; private set; }
@@ -68,7 +71,7 @@ namespace Vocaluxe.Lib.Sound.Record
 
         public float MaxVolume
         {
-            get { return (float)_MaxVolume; }
+            get { return _MaxVolume; }
         }
 
         public bool ToneValid { get; private set; }
@@ -78,7 +81,11 @@ namespace Vocaluxe.Lib.Sound.Record
         /// <summary>
         ///     Minimum volume for a tone to be valid
         /// </summary>
-        public float MinVolume { get; set; }
+        public float VolTreshold
+        {
+            get { return _PitchTracker.VolumeTreshold; }
+            set { _PitchTracker.VolumeTreshold = value; }
+        }
 
         public void Reset()
         {
@@ -97,14 +104,14 @@ namespace Vocaluxe.Lib.Sound.Record
             // voice passthrough (send data to playback-device)
             //if (assigned(fVoiceStream)) then
             //fVoiceStream.WriteData(Buffer, BufferSize);
-            _Analyzer.Input(buffer);
+            _PitchTracker.Input(buffer);
         }
 
         public void AnalyzeBuffer()
         {
             //_MaxVolume = _Analyzer.GetPeak() / 43 + 1;
-            int tone = _Analyzer.GetNote(out _MaxVolume, ToneWeigths); //(int)Math.Round(_Analyzer.FindNote()); // 
-            if (tone >= 0 && _MaxVolume >= MinVolume)
+            int tone = _PitchTracker.GetNote(out _MaxVolume, ToneWeigths); //(int)Math.Round(_Analyzer.FindNote()); // 
+            if (tone >= 0)
             {
                 ToneAbs = tone;
                 Tone = ToneAbs % 12;
@@ -122,10 +129,10 @@ namespace Vocaluxe.Lib.Sound.Record
 
         private void _Dispose()
         {
-            if (_Analyzer != null)
+            if (_PitchTracker != null)
             {
-                _Analyzer.Dispose();
-                _Analyzer = null;
+                _PitchTracker.Dispose();
+                _PitchTracker = null;
             }
         }
 
@@ -288,11 +295,13 @@ namespace Vocaluxe.Lib.Sound.Record
                 int curTimeIndex = -1;
                 int curNote = -1;
                 const int maxSamplesPerBatch = 512;
-                CAnalyzer analyzer2 = new CAnalyzer();
-                CPtDyWa analyzer3 = new CPtDyWa();
-                PitchTracker analyzer4 = new PitchTracker {SampleRate = 44100, DetectLevelThreshold = 0.001f};
+                CPitchTracker analyzer2 = new CAnalyzer();
+                CPitchTracker analyzer3 = new CPtDyWa();
+                CPitchTracker analyzer4 = new CPtSharp();
                 int[] detectedTones = new int[4];
                 int[] oks = new int[4];
+                float dummyMaxVol;
+                float[] dummyWeights = new float[ToneWeigths.Length];
                 int lCt = 0;
                 while (wavFile.NumSamplesLeft > maxSamplesPerBatch)
                 {
@@ -303,14 +312,7 @@ namespace Vocaluxe.Lib.Sound.Record
                     AnalyzeBuffer();
                     analyzer2.Input(samples);
                     analyzer3.Input(samples);
-                    analyzer2.Process();
-                    analyzer3.Process();
-                    short[] samplesShort = new short[samples.Length / 2];
-                    Buffer.BlockCopy(samples, 0, samplesShort, 0, samples.Length);
-                    float[] samplesFloat = new float[samplesShort.Length];
-                    for (int i = 0; i < samplesShort.Length; i++)
-                        samplesFloat[i] = (float)samplesShort[i] / short.MaxValue;
-                    analyzer4.ProcessBuffer(samplesFloat);
+                    analyzer4.Input(samples);
                     while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
                     {
                         curTimeIndex++;
@@ -319,9 +321,9 @@ namespace Vocaluxe.Lib.Sound.Record
                     if (curNote < 0)
                         continue;
                     detectedTones[0] = ToneValid ? ToneAbs : -1;
-                    detectedTones[1] = (int)Math.Round(analyzer2.FindNote(64, 1770));
-                    detectedTones[2] = (int)Math.Round(analyzer3.GetNote());
-                    detectedTones[3] = analyzer4.CurrentPitchRecord.MidiNote - 15 - 21;
+                    detectedTones[1] = analyzer2.GetNote(out dummyMaxVol, dummyWeights);
+                    detectedTones[2] = analyzer3.GetNote(out dummyMaxVol, dummyWeights);
+                    detectedTones[3] = analyzer4.GetNote(out dummyMaxVol, dummyWeights);
                     lCt++;
                     /*if (!ToneValid)
                         CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms not detected");
diff --git a/Vocaluxe/Lib/Sound/Record/CRecordBase.cs b/Vocaluxe/Lib/Sound/Record/CRecordBase.cs
index f68fc268..5dd64987 100644
--- a/Vocaluxe/Lib/Sound/Record/CRecordBase.cs
+++ b/Vocaluxe/Lib/Sound/Record/CRecordBase.cs
@@ -132,7 +132,7 @@ namespace Vocaluxe.Lib.Sound.Record
 
         public int NumHalfTones()
         {
-            return CBuffer.GetNumHalfTones();
+            return _Buffer[0].GetNumHalfTones();
         }
 
         public float[] ToneWeigth(int player)
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs b/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
index b04f5bbf..0eb79432 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
@@ -28,7 +28,6 @@ namespace Pitch
         private int m_blockLen34; // 3/4 block len
         private int m_blockLen44; // 4/4 block len
         private double m_sampleRate;
-        private float m_detectLevelThreshold;
 
         private int m_numCourseSteps;
         private float[] m_pCourseFreqOffset;
@@ -45,12 +44,11 @@ namespace Pitch
         /// <param name="minFreq"></param>
         /// <param name="maxFreq"></param>
         /// <param name="fFreqStep"></param>
-        public PitchDsp(double sampleRate, float minPitch, float maxPitch, float detectLevelThreshold)
+        public PitchDsp(double sampleRate, float minPitch, float maxPitch)
         {
             m_sampleRate = sampleRate;
             m_minPitch = minPitch;
             m_maxPitch = maxPitch;
-            m_detectLevelThreshold = detectLevelThreshold;
 
             m_minNote = (int)(PitchToMidiNote(m_minPitch) + 0.5f) + 2;
             m_maxNote = (int)(PitchToMidiNote(m_maxPitch) + 0.5f) - 2;
@@ -117,19 +115,9 @@ namespace Pitch
         /// <summary>
         /// Detect the pitch
         /// </summary>
-        public float DetectPitch(float[] samplesLo, float[] samplesHi, int numSamples)
+        public float DetectPitch(float[] samplesLo, float[] samplesHi)
         {
-            float pitch = 0.0f;
-
-            if (!LevelIsAbove(samplesLo, numSamples, m_detectLevelThreshold) &&
-                !LevelIsAbove(samplesHi, numSamples, m_detectLevelThreshold))
-            {
-                // Level is too low
-                return 0.0f;
-            }
-
-            pitch = DetectPitchLo(samplesLo, samplesHi);
-            return pitch;
+            return DetectPitchLo(samplesLo, samplesHi);
         }
 
         /// <summary>
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs b/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
index d496ea16..8e7e6776 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
+++ b/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
@@ -1,14 +1,14 @@
 using System;
 using System.Collections.Generic;
-using System.Text;
 using System.Collections;
-using System.Threading;
+using Pitch;
 
-namespace Pitch
+namespace Vocaluxe.Lib.Sound.Record.Pitch
 {
     /// <summary>
     /// Tracks pitch
     /// </summary>
+    // ReSharper disable InconsistentNaming
     public class PitchTracker
     {
         private const int kOctaveSteps = 96;
@@ -50,6 +50,8 @@ namespace Pitch
         private IIRFilter m_iirFilterHiLo;
         private IIRFilter m_iirFilterHiHi;
 
+        public float LastMaxVol = 0;
+
         public delegate void PitchDetectedHandler(PitchTracker sender, PitchRecord pitchRecord);
 
         public event PitchDetectedHandler PitchDetected;
@@ -87,8 +89,9 @@ namespace Pitch
                     return;
 
                 m_detectLevelThreshold = newValue;
-                Setup();
+                //Setup();
             }
+            get { return m_detectLevelThreshold; }
         }
 
         /// <summary>
@@ -229,19 +232,20 @@ namespace Pitch
             m_circularBufferHi.Available = m_detectOverlapSamples;
         }
 
-        /// <summary>
-        /// Process the passed in buffer of data. During this call, the PitchDetected event will
-        /// be fired zero or more times, depending how many pitch records will fit in the new
-        /// and previously cached buffer.
-        ///
-        /// This means that there is no size restriction on the buffer that is passed into ProcessBuffer.
-        /// For instance, ProcessBuffer can be called with one very large buffer that contains all of the
-        /// audio to be processed (many PitchDetected events will be fired), or just a small buffer at
-        /// a time which is more typical for realtime applications. In the latter case, the PitchDetected
-        /// event might not be fired at all since additional calls must first be made to accumulate enough
-        /// data do another pitch detect operation.
-        /// </summary>
-        /// <param name="inBuffer">Input buffer. Samples must be in the range -1.0 to 1.0</param>
+        ///  <summary>
+        ///  Process the passed in buffer of data. During this call, the PitchDetected event will
+        ///  be fired zero or more times, depending how many pitch records will fit in the new
+        ///  and previously cached buffer.
+        /// 
+        ///  This means that there is no size restriction on the buffer that is passed into ProcessBuffer.
+        ///  For instance, ProcessBuffer can be called with one very large buffer that contains all of the
+        ///  audio to be processed (many PitchDetected events will be fired), or just a small buffer at
+        ///  a time which is more typical for realtime applications. In the latter case, the PitchDetected
+        ///  event might not be fired at all since additional calls must first be made to accumulate enough
+        ///  data do another pitch detect operation.
+        ///  </summary>
+        ///  <param name="inBuffer">Input buffer. Samples must be in the range -1.0 to 1.0</param>
+        /// <param name="maxVolume"></param>
         /// <param name="sampleCount">Number of samples to process. Zero means all samples in the buffer</param>
         public void ProcessBuffer(float[] inBuffer, int sampleCount = 0)
         {
@@ -251,6 +255,8 @@ namespace Pitch
             int samplesProcessed = 0;
             int srcLength = sampleCount == 0 ? inBuffer.Length : Math.Min(sampleCount, inBuffer.Length);
 
+            float maxVolume = LastMaxVol * 0.85f;
+
             while (samplesProcessed < srcLength)
             {
                 int frameCount = Math.Min(srcLength - samplesProcessed, m_pitchBufSize + m_detectOverlapSamples);
@@ -268,12 +274,21 @@ namespace Pitch
                 while (m_circularBufferLo.ReadBuffer(m_pitchBufLo, m_curPitchSamplePos, m_pitchBufSize + m_detectOverlapSamples))
                 {
                     float pitch1;
-                    float pitch2 = 0.0f;
+                    float pitch2;
                     float detectedPitch = 0.0f;
 
                     m_circularBufferHi.ReadBuffer(m_pitchBufHi, m_curPitchSamplePos, m_pitchBufSize + m_detectOverlapSamples);
 
-                    pitch1 = m_dsp.DetectPitch(m_pitchBufLo, m_pitchBufHi, m_pitchBufSize);
+                    maxVolume = 0f;
+                    for (int i = 0; i < (m_pitchBufSize + m_detectOverlapSamples) / 2; i++)
+                    {
+                        if (maxVolume < m_pitchBufHi[i])
+                            maxVolume = m_pitchBufHi[i];
+                        if (maxVolume < m_pitchBufLo[i])
+                            maxVolume = m_pitchBufLo[i];
+                    }
+
+                    pitch1 = (maxVolume >= m_detectLevelThreshold) ? m_dsp.DetectPitch(m_pitchBufLo, m_pitchBufHi) : 0f;
 
                     if (pitch1 > 0.0f)
                     {
@@ -281,7 +296,7 @@ namespace Pitch
                         m_pitchBufLo.Copy(m_pitchBufLo, m_detectOverlapSamples - 1, 0, m_pitchBufSize);
                         m_pitchBufHi.Copy(m_pitchBufHi, m_detectOverlapSamples - 1, 0, m_pitchBufSize);
 
-                        pitch2 = m_dsp.DetectPitch(m_pitchBufLo, m_pitchBufHi, m_pitchBufSize);
+                        pitch2 = m_dsp.DetectPitch(m_pitchBufLo, m_pitchBufHi);
 
                         if (pitch2 > 0.0f)
                         {
@@ -301,6 +316,7 @@ namespace Pitch
 
                 samplesProcessed += frameCount;
             }
+            LastMaxVol = maxVolume;
         }
 
         /// <summary>
@@ -311,7 +327,7 @@ namespace Pitch
             if (m_sampleRate < 1.0f)
                 return;
 
-            m_dsp = new PitchDsp(m_sampleRate, kMinFreq, kMaxFreq, m_detectLevelThreshold);
+            m_dsp = new PitchDsp(m_sampleRate, kMinFreq, kMaxFreq);
 
             m_iirFilterLoLo = new IIRFilter();
             m_iirFilterLoLo.Proto = IIRFilter.ProtoType.Butterworth;
@@ -411,4 +427,6 @@ namespace Pitch
             public int MidiCents { get; set; }
         }
     }
+
+    // ReSharper restore InconsistentNaming
 }
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs
similarity index 55%
rename from Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
rename to Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs
index 9f9529e3..fcb45fa8 100644
--- a/Vocaluxe/Lib/Sound/Record/CAnalyzer.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs
@@ -1,13 +1,13 @@
 using System;
 using System.Runtime.InteropServices;
 
-namespace Vocaluxe.Lib.Sound.Record
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker
 {
     /// <summary>
     /// Analyzer from Performous
     /// Should be very reliable but needs some proof (artificial tests show some errors)
     /// </summary>
-    class CAnalyzer : IDisposable
+    class CAnalyzer : CPitchTracker
     {
         #region Imports
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
@@ -29,7 +29,7 @@ namespace Vocaluxe.Lib.Sound.Record
         private static extern void Analyzer_Process(IntPtr analyzer);
 
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern double Analyzer_GetPeak(IntPtr analyzer);
+        private static extern float Analyzer_GetPeak(IntPtr analyzer);
 
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
         private static extern double Analyzer_FindNote(IntPtr analyzer, double minFreq, double maxFreq);
@@ -39,45 +39,28 @@ namespace Vocaluxe.Lib.Sound.Record
         #endregion
 
         private IntPtr _Instance;
+        private float _VolumeTreshold;
 
         public CAnalyzer(uint step = 200)
         {
             _Instance = Analyzer_Create(step);
+            _VolumeTreshold = 0.01f;
         }
 
-        ~CAnalyzer()
-        {
-            _Dispose(false);
-        }
-
-        public void Input(float[] data)
-        {
-            Analyzer_InputFloat(_Instance, data, data.Length);
-        }
-
-        public void Input(short[] data)
-        {
-            Analyzer_InputShort(_Instance, data, data.Length);
-        }
-
-        public void Input(byte[] data)
+        public override void Input(byte[] data)
         {
             Analyzer_InputByte(_Instance, data, data.Length / 2);
         }
 
-        public void Process()
+        public override int GetNote(out float maxVolume, float[] weights)
         {
             Analyzer_Process(_Instance);
-        }
-
-        public double GetPeak()
-        {
-            return Analyzer_GetPeak(_Instance);
-        }
-
-        public double FindNote(double minFreq = 35.0, double maxFreq = 1000.0)
-        {
-            return Analyzer_FindNote(_Instance, minFreq, maxFreq);
+            maxVolume = Analyzer_GetPeak(_Instance);
+            if (maxVolume < _VolumeTreshold)
+                return -1;
+            int note = (int)Math.Round(Analyzer_FindNote(_Instance, 60, 1800));
+            _SetWeights(note, weights);
+            return note;
         }
 
         public bool Output(float[] data, float rate)
@@ -85,7 +68,7 @@ namespace Vocaluxe.Lib.Sound.Record
             return Analyzer_OutputFloat(_Instance, data, data.Length, rate);
         }
 
-        private void _Dispose(bool disposing)
+        protected override void _Dispose(bool disposing)
         {
             if (_Instance == IntPtr.Zero)
                 throw new ObjectDisposedException(GetType().Name);
@@ -93,10 +76,15 @@ namespace Vocaluxe.Lib.Sound.Record
             _Instance = IntPtr.Zero;
         }
 
-        public void Dispose()
+        public override int GetNumHalfTones()
         {
-            _Dispose(true);
-            GC.SuppressFinalize(this);
+            return NumHalfTonesDef;
+        }
+
+        public override float VolumeTreshold
+        {
+            get { return _VolumeTreshold; }
+            set { _VolumeTreshold = value; }
         }
     }
 
@@ -104,7 +92,7 @@ namespace Vocaluxe.Lib.Sound.Record
     /// Pitchtracker (Pt) that uses autocorrelation (AKF) and AMDF
     /// Quite fast and perfect in artificial tests, but may fail in real world scenarios (e.g. missing fundamental)
     /// </summary>
-    class CPtAKF : IDisposable
+    class CPtAKF : CPitchTracker
     {
         #region Imports
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
@@ -113,14 +101,20 @@ namespace Vocaluxe.Lib.Sound.Record
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
         private static extern void PtAKF_Free(IntPtr analyzer);
 
-        [DllImport("PitchTracker.dll", EntryPoint = "PtAKF_GetNumHalfTones", CallingConvention = CallingConvention.Cdecl)]
-        public static extern int GetNumHalfTones();
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern int PtAKF_GetNumHalfTones();
 
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
         private static extern void PtAKF_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
 
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern int PtAKF_GetNote(IntPtr analyzer, [Out] out double maxVolume, [Out] float[] weights);
+        private static extern void PtAKF_SetVolumeThreshold(IntPtr analyzer, float threshold);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern float PtAKF_GetVolumeThreshold(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern int PtAKF_GetNote(IntPtr analyzer, [Out] out float maxVolume, [Out] float[] weights);
         #endregion
 
         private IntPtr _Instance;
@@ -130,41 +124,40 @@ namespace Vocaluxe.Lib.Sound.Record
             _Instance = PtAKF_Create(step);
         }
 
-        ~CPtAKF()
+        public override int GetNumHalfTones()
         {
-            _Dispose(false);
+            return PtAKF_GetNumHalfTones();
         }
 
-        public void Input(byte[] data)
+        public override float VolumeTreshold
+        {
+            get { return PtAKF_GetVolumeThreshold(_Instance); }
+            set { PtAKF_SetVolumeThreshold(_Instance, value); }
+        }
+
+        public override void Input(byte[] data)
         {
             PtAKF_InputByte(_Instance, data, data.Length / 2);
         }
 
-        public int GetNote(out double maxVolume, float[] weights)
+        public override int GetNote(out float maxVolume, float[] weights)
         {
             return PtAKF_GetNote(_Instance, out maxVolume, weights);
         }
 
-        private void _Dispose(bool disposing)
+        protected override void _Dispose(bool disposing)
         {
             if (_Instance == IntPtr.Zero)
                 throw new ObjectDisposedException(GetType().Name);
             PtAKF_Free(_Instance);
             _Instance = IntPtr.Zero;
         }
-
-        public void Dispose()
-        {
-            _Dispose(true);
-            GC.SuppressFinalize(this);
-        }
     }
 
     /// <summary>
     /// Pitchtracker (Pt) that uses a dynamic wavelet (DyWa) algorithm 
-    /// Quite fast and perfect in artificial tests, but may fail in real world scenarios (e.g. missing fundamental)
     /// </summary>
-    class CPtDyWa : IDisposable
+    class CPtDyWa : CPitchTracker
     {
         #region Imports
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
@@ -173,14 +166,17 @@ namespace Vocaluxe.Lib.Sound.Record
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
         private static extern void PtDyWa_Free(IntPtr analyzer);
 
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtDyWa_SetVolumeThreshold(IntPtr analyzer, float threshold);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern float PtDyWa_GetVolumeThreshold(IntPtr analyzer);
+
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
         private static extern void PtDyWa_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
 
         [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern int PtDyWa_Process(IntPtr analyzer);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern double PtDyWa_GetNote(IntPtr analyzer);
+        private static extern double PtDyWa_FindNote(IntPtr analyzer, [Out] out float maxVolume);
         #endregion
 
         private IntPtr _Instance;
@@ -190,38 +186,84 @@ namespace Vocaluxe.Lib.Sound.Record
             _Instance = PtDyWa_Create(step);
         }
 
-        ~CPtDyWa()
-        {
-            _Dispose(false);
-        }
-
-        public void Input(byte[] data)
+        public override void Input(byte[] data)
         {
             PtDyWa_InputByte(_Instance, data, data.Length / 2);
         }
 
-        public void Process()
+        public override int GetNote(out float maxVolume, float[] weights)
         {
-            PtDyWa_Process(_Instance);
+            int note = (int)Math.Round(PtDyWa_FindNote(_Instance, out maxVolume));
+            _SetWeights(note, weights);
+            return note;
         }
 
-        public double GetNote()
+        public override int GetNumHalfTones()
         {
-            return PtDyWa_GetNote(_Instance);
+            return NumHalfTonesDef;
         }
 
-        private void _Dispose(bool disposing)
+        public override float VolumeTreshold
+        {
+            get { return PtDyWa_GetVolumeThreshold(_Instance); }
+            set { PtDyWa_SetVolumeThreshold(_Instance, value); }
+        }
+
+        protected override void _Dispose(bool disposing)
         {
             if (_Instance == IntPtr.Zero)
                 throw new ObjectDisposedException(GetType().Name);
             PtDyWa_Free(_Instance);
             _Instance = IntPtr.Zero;
         }
+    }
 
-        public void Dispose()
+    /// <summary>
+    /// Pitchtracker (Pt) in C# that uses IIR filters for smoothing and an intelligent detection algorithm to reduce calculations
+    /// </summary>
+    class CPtSharp : CPitchTracker
+    {
+        private Pitch.PitchTracker _Instance;
+
+        public CPtSharp()
         {
-            _Dispose(true);
-            GC.SuppressFinalize(this);
+            _Instance = new Pitch.PitchTracker {SampleRate = 44100, DetectLevelThreshold = 0.01f, PitchRecordHistorySize = 1};
+        }
+
+        public override void Input(byte[] data)
+        {
+            short[] samplesShort = new short[data.Length / 2];
+            Buffer.BlockCopy(data, 0, samplesShort, 0, data.Length);
+            float[] samplesFloat = new float[samplesShort.Length];
+            for (int i = 0; i < samplesShort.Length; i++)
+                samplesFloat[i] = (float)samplesShort[i] / short.MaxValue;
+            _Instance.ProcessBuffer(samplesFloat);
+        }
+
+        public override int GetNote(out float maxVolume, float[] weights)
+        {
+            int note = _Instance.CurrentPitchRecord.MidiNote - 15 - 21;
+            maxVolume = _Instance.LastMaxVol;
+            _SetWeights(note, weights);
+            return note;
+        }
+
+        public override int GetNumHalfTones()
+        {
+            return NumHalfTonesDef;
+        }
+
+        public override float VolumeTreshold
+        {
+            get { return _Instance.DetectLevelThreshold; }
+            set { _Instance.DetectLevelThreshold = value; }
+        }
+
+        protected override void _Dispose(bool disposing)
+        {
+            if (_Instance == null)
+                throw new ObjectDisposedException(GetType().Name);
+            _Instance = null;
         }
     }
 }
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/IPitchTracker.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/IPitchTracker.cs
new file mode 100644
index 00000000..94c4876f
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/IPitchTracker.cs
@@ -0,0 +1,73 @@
+using System;
+using System.Diagnostics;
+
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker
+{
+    /// <summary>
+    /// Base class/Interface for pitch detectors
+    /// Most likely some structures or system resources are used, hence it should be disposed if no longer needed
+    /// </summary>
+    abstract class CPitchTracker : IDisposable
+    {
+        //Default number of half tones (1 octave)
+        protected const int NumHalfTonesDef = 12;
+
+        ~CPitchTracker()
+        {
+            _Dispose(false);
+        }
+
+        protected abstract void _Dispose(bool disposing);
+
+        public void Dispose()
+        {
+            _Dispose(true);
+            GC.SuppressFinalize(this);
+        }
+
+        /// <summary>
+        /// Method to set weights if the algorithm does not provide anything that could simulate a visualizer.
+        /// Should be called with each valid detection
+        /// </summary>
+        /// <param name="note">Current note</param>
+        /// <param name="weights">Array of weights (Length = NumHalfTonesDef)</param>
+        protected static void _SetWeights(int note, float[] weights)
+        {
+            Debug.Assert(weights.Length == NumHalfTonesDef);
+            for (int i = 0; i < NumHalfTonesDef; i++)
+                weights[i] *= 0.9f;
+            if (note < 0)
+                return;
+            int w = note % NumHalfTonesDef;
+            weights[w] = Math.Min(1f, weights[w] + 0.15f);
+        }
+
+        /// <summary>
+        /// Gets the number of half tones the algorithm provides weights for.
+        /// This may not be the number of half tones the algorithm detects!
+        /// </summary>
+        /// <returns></returns>
+        public abstract int GetNumHalfTones();
+
+        /// <summary>
+        /// The treshold for detecting silence
+        /// Value (0-1) for which everything below is considered silence
+        /// </summary>
+        public abstract float VolumeTreshold { get; set; }
+
+        /// <summary>
+        /// Recorded data. Has to be 16 bit short values.
+        /// </summary>
+        /// <param name="data">16bit short values of data</param>
+        public abstract void Input(byte[] data);
+
+        /// <summary>
+        /// Returns the current note detected
+        /// </summary>
+        /// <param name="maxVolume">Current maximum volume (0-1)</param>
+        /// <param name="weights">Array of NumHalfTones floats that gets filled with the current weights (0-1) where each value indicates how strong that tone is.
+        /// Only for basic visualization as it may not be accurate.</param>
+        /// <returns>Current note index (0 = C2, 12 = C3, ...)</returns>
+        public abstract int GetNote(out float maxVolume, float[] weights);
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Vocaluxe.csproj b/Vocaluxe/Vocaluxe.csproj
index bc2260e4..852cd4f4 100644
--- a/Vocaluxe/Vocaluxe.csproj
+++ b/Vocaluxe/Vocaluxe.csproj
@@ -223,7 +223,7 @@
     <Compile Include="Lib\Sound\Playback\OpenAL\COpenAlStream.cs" />
     <Compile Include="Lib\Sound\Playback\PortAudio\CPortAudioStream.cs" />
     <Compile Include="Lib\Sound\CPortAudioHandle.cs" />
-    <Compile Include="Lib\Sound\Record\CAnalyzer.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\CAnalyzer.cs" />
     <Compile Include="Lib\Sound\Record\CBuffer.cs" />
     <Compile Include="Base\CConfig.cs" />
     <Compile Include="Base\CCover.cs" />
@@ -268,6 +268,7 @@
     <Compile Include="Lib\Sound\Record\CRecordBase.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSampleDataEventArgs.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSoundCardSource.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\IPitchTracker.cs" />
     <Compile Include="Lib\Sound\Record\Pitch\CircularBuffer.cs" />
     <Compile Include="Lib\Sound\Record\Pitch\Extensions.cs" />
     <Compile Include="Lib\Sound\Record\Pitch\IIRFilter.cs" />

From 9bf12315b7e63f2913271b84b2f05a62cdba38a7 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Wed, 16 Apr 2014 21:11:05 +0200
Subject: [PATCH 07/14] Move Pitchtrackers to separate files

---
 .../Sound/Record/PitchTracker/CAnalyzer.cs    | 179 ------------------
 .../Lib/Sound/Record/PitchTracker/CPtAKF.cs   |  71 +++++++
 .../Lib/Sound/Record/PitchTracker/CPtDyWa.cs  |  69 +++++++
 .../Lib/Sound/Record/PitchTracker/CPtSharp.cs |  53 ++++++
 Vocaluxe/Vocaluxe.csproj                      |   3 +
 5 files changed, 196 insertions(+), 179 deletions(-)
 create mode 100644 Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs
 create mode 100644 Vocaluxe/Lib/Sound/Record/PitchTracker/CPtDyWa.cs
 create mode 100644 Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs

diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs
index fcb45fa8..2a50540f 100644
--- a/Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CAnalyzer.cs
@@ -87,183 +87,4 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
             set { _VolumeTreshold = value; }
         }
     }
-
-    /// <summary>
-    /// Pitchtracker (Pt) that uses autocorrelation (AKF) and AMDF
-    /// Quite fast and perfect in artificial tests, but may fail in real world scenarios (e.g. missing fundamental)
-    /// </summary>
-    class CPtAKF : CPitchTracker
-    {
-        #region Imports
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern IntPtr PtAKF_Create(uint step);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern void PtAKF_Free(IntPtr analyzer);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern int PtAKF_GetNumHalfTones();
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern void PtAKF_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern void PtAKF_SetVolumeThreshold(IntPtr analyzer, float threshold);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern float PtAKF_GetVolumeThreshold(IntPtr analyzer);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern int PtAKF_GetNote(IntPtr analyzer, [Out] out float maxVolume, [Out] float[] weights);
-        #endregion
-
-        private IntPtr _Instance;
-
-        public CPtAKF(uint step = 200)
-        {
-            _Instance = PtAKF_Create(step);
-        }
-
-        public override int GetNumHalfTones()
-        {
-            return PtAKF_GetNumHalfTones();
-        }
-
-        public override float VolumeTreshold
-        {
-            get { return PtAKF_GetVolumeThreshold(_Instance); }
-            set { PtAKF_SetVolumeThreshold(_Instance, value); }
-        }
-
-        public override void Input(byte[] data)
-        {
-            PtAKF_InputByte(_Instance, data, data.Length / 2);
-        }
-
-        public override int GetNote(out float maxVolume, float[] weights)
-        {
-            return PtAKF_GetNote(_Instance, out maxVolume, weights);
-        }
-
-        protected override void _Dispose(bool disposing)
-        {
-            if (_Instance == IntPtr.Zero)
-                throw new ObjectDisposedException(GetType().Name);
-            PtAKF_Free(_Instance);
-            _Instance = IntPtr.Zero;
-        }
-    }
-
-    /// <summary>
-    /// Pitchtracker (Pt) that uses a dynamic wavelet (DyWa) algorithm 
-    /// </summary>
-    class CPtDyWa : CPitchTracker
-    {
-        #region Imports
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern IntPtr PtDyWa_Create(uint step);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern void PtDyWa_Free(IntPtr analyzer);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern void PtDyWa_SetVolumeThreshold(IntPtr analyzer, float threshold);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern float PtDyWa_GetVolumeThreshold(IntPtr analyzer);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern void PtDyWa_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
-
-        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
-        private static extern double PtDyWa_FindNote(IntPtr analyzer, [Out] out float maxVolume);
-        #endregion
-
-        private IntPtr _Instance;
-
-        public CPtDyWa(uint step = 200)
-        {
-            _Instance = PtDyWa_Create(step);
-        }
-
-        public override void Input(byte[] data)
-        {
-            PtDyWa_InputByte(_Instance, data, data.Length / 2);
-        }
-
-        public override int GetNote(out float maxVolume, float[] weights)
-        {
-            int note = (int)Math.Round(PtDyWa_FindNote(_Instance, out maxVolume));
-            _SetWeights(note, weights);
-            return note;
-        }
-
-        public override int GetNumHalfTones()
-        {
-            return NumHalfTonesDef;
-        }
-
-        public override float VolumeTreshold
-        {
-            get { return PtDyWa_GetVolumeThreshold(_Instance); }
-            set { PtDyWa_SetVolumeThreshold(_Instance, value); }
-        }
-
-        protected override void _Dispose(bool disposing)
-        {
-            if (_Instance == IntPtr.Zero)
-                throw new ObjectDisposedException(GetType().Name);
-            PtDyWa_Free(_Instance);
-            _Instance = IntPtr.Zero;
-        }
-    }
-
-    /// <summary>
-    /// Pitchtracker (Pt) in C# that uses IIR filters for smoothing and an intelligent detection algorithm to reduce calculations
-    /// </summary>
-    class CPtSharp : CPitchTracker
-    {
-        private Pitch.PitchTracker _Instance;
-
-        public CPtSharp()
-        {
-            _Instance = new Pitch.PitchTracker {SampleRate = 44100, DetectLevelThreshold = 0.01f, PitchRecordHistorySize = 1};
-        }
-
-        public override void Input(byte[] data)
-        {
-            short[] samplesShort = new short[data.Length / 2];
-            Buffer.BlockCopy(data, 0, samplesShort, 0, data.Length);
-            float[] samplesFloat = new float[samplesShort.Length];
-            for (int i = 0; i < samplesShort.Length; i++)
-                samplesFloat[i] = (float)samplesShort[i] / short.MaxValue;
-            _Instance.ProcessBuffer(samplesFloat);
-        }
-
-        public override int GetNote(out float maxVolume, float[] weights)
-        {
-            int note = _Instance.CurrentPitchRecord.MidiNote - 15 - 21;
-            maxVolume = _Instance.LastMaxVol;
-            _SetWeights(note, weights);
-            return note;
-        }
-
-        public override int GetNumHalfTones()
-        {
-            return NumHalfTonesDef;
-        }
-
-        public override float VolumeTreshold
-        {
-            get { return _Instance.DetectLevelThreshold; }
-            set { _Instance.DetectLevelThreshold = value; }
-        }
-
-        protected override void _Dispose(bool disposing)
-        {
-            if (_Instance == null)
-                throw new ObjectDisposedException(GetType().Name);
-            _Instance = null;
-        }
-    }
 }
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs
new file mode 100644
index 00000000..0dbbc501
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs
@@ -0,0 +1,71 @@
+using System;
+using System.Runtime.InteropServices;
+
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker
+{
+    /// <summary>
+    /// Pitchtracker (Pt) that uses autocorrelation (AKF) and AMDF
+    /// Quite fast and perfect in artificial tests, but may fail in real world scenarios (e.g. missing fundamental)
+    /// </summary>
+    class CPtAKF : CPitchTracker
+    {
+        #region Imports
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern IntPtr PtAKF_Create(uint step);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtAKF_Free(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern int PtAKF_GetNumHalfTones();
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtAKF_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtAKF_SetVolumeThreshold(IntPtr analyzer, float threshold);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern float PtAKF_GetVolumeThreshold(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern int PtAKF_GetNote(IntPtr analyzer, [Out] out float maxVolume, [Out] float[] weights);
+        #endregion
+
+        private IntPtr _Instance;
+
+        public CPtAKF(uint step = 200)
+        {
+            _Instance = PtAKF_Create(step);
+        }
+
+        public override int GetNumHalfTones()
+        {
+            return PtAKF_GetNumHalfTones();
+        }
+
+        public override float VolumeTreshold
+        {
+            get { return PtAKF_GetVolumeThreshold(_Instance); }
+            set { PtAKF_SetVolumeThreshold(_Instance, value); }
+        }
+
+        public override void Input(byte[] data)
+        {
+            PtAKF_InputByte(_Instance, data, data.Length / 2);
+        }
+
+        public override int GetNote(out float maxVolume, float[] weights)
+        {
+            return PtAKF_GetNote(_Instance, out maxVolume, weights);
+        }
+
+        protected override void _Dispose(bool disposing)
+        {
+            if (_Instance == IntPtr.Zero)
+                throw new ObjectDisposedException(GetType().Name);
+            PtAKF_Free(_Instance);
+            _Instance = IntPtr.Zero;
+        }
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtDyWa.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtDyWa.cs
new file mode 100644
index 00000000..2907f1c8
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtDyWa.cs
@@ -0,0 +1,69 @@
+using System;
+using System.Runtime.InteropServices;
+
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker
+{
+    /// <summary>
+    /// Pitchtracker (Pt) that uses a dynamic wavelet (DyWa) algorithm 
+    /// </summary>
+    class CPtDyWa : CPitchTracker
+    {
+        #region Imports
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern IntPtr PtDyWa_Create(uint step);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtDyWa_Free(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtDyWa_SetVolumeThreshold(IntPtr analyzer, float threshold);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern float PtDyWa_GetVolumeThreshold(IntPtr analyzer);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern void PtDyWa_InputByte(IntPtr analyzer, [In] byte[] data, int sampleCt);
+
+        [DllImport("PitchTracker.dll", CallingConvention = CallingConvention.Cdecl)]
+        private static extern double PtDyWa_FindNote(IntPtr analyzer, [Out] out float maxVolume);
+        #endregion
+
+        private IntPtr _Instance;
+
+        public CPtDyWa(uint step = 200)
+        {
+            _Instance = PtDyWa_Create(step);
+        }
+
+        public override void Input(byte[] data)
+        {
+            PtDyWa_InputByte(_Instance, data, data.Length / 2);
+        }
+
+        public override int GetNote(out float maxVolume, float[] weights)
+        {
+            int note = (int)Math.Round(PtDyWa_FindNote(_Instance, out maxVolume));
+            _SetWeights(note, weights);
+            return note;
+        }
+
+        public override int GetNumHalfTones()
+        {
+            return NumHalfTonesDef;
+        }
+
+        public override float VolumeTreshold
+        {
+            get { return PtDyWa_GetVolumeThreshold(_Instance); }
+            set { PtDyWa_SetVolumeThreshold(_Instance, value); }
+        }
+
+        protected override void _Dispose(bool disposing)
+        {
+            if (_Instance == IntPtr.Zero)
+                throw new ObjectDisposedException(GetType().Name);
+            PtDyWa_Free(_Instance);
+            _Instance = IntPtr.Zero;
+        }
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs
new file mode 100644
index 00000000..af38e362
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs
@@ -0,0 +1,53 @@
+using System;
+
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker
+{
+    /// <summary>
+    /// Pitchtracker (Pt) in C# that uses IIR filters for smoothing and an intelligent detection algorithm to reduce calculations
+    /// </summary>
+    class CPtSharp : CPitchTracker
+    {
+        private Pitch.PitchTracker _Instance;
+
+        public CPtSharp()
+        {
+            _Instance = new Pitch.PitchTracker {SampleRate = 44100, DetectLevelThreshold = 0.01f, PitchRecordHistorySize = 1};
+        }
+
+        public override void Input(byte[] data)
+        {
+            short[] samplesShort = new short[data.Length / 2];
+            Buffer.BlockCopy(data, 0, samplesShort, 0, data.Length);
+            float[] samplesFloat = new float[samplesShort.Length];
+            for (int i = 0; i < samplesShort.Length; i++)
+                samplesFloat[i] = (float)samplesShort[i] / short.MaxValue;
+            _Instance.ProcessBuffer(samplesFloat);
+        }
+
+        public override int GetNote(out float maxVolume, float[] weights)
+        {
+            int note = _Instance.CurrentPitchRecord.MidiNote - 15 - 21;
+            maxVolume = _Instance.LastMaxVol;
+            _SetWeights(note, weights);
+            return note;
+        }
+
+        public override int GetNumHalfTones()
+        {
+            return NumHalfTonesDef;
+        }
+
+        public override float VolumeTreshold
+        {
+            get { return _Instance.DetectLevelThreshold; }
+            set { _Instance.DetectLevelThreshold = value; }
+        }
+
+        protected override void _Dispose(bool disposing)
+        {
+            if (_Instance == null)
+                throw new ObjectDisposedException(GetType().Name);
+            _Instance = null;
+        }
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Vocaluxe.csproj b/Vocaluxe/Vocaluxe.csproj
index 852cd4f4..1f6afd01 100644
--- a/Vocaluxe/Vocaluxe.csproj
+++ b/Vocaluxe/Vocaluxe.csproj
@@ -268,6 +268,9 @@
     <Compile Include="Lib\Sound\Record\CRecordBase.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSampleDataEventArgs.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSoundCardSource.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\CPtAKF.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\CPtDyWa.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\CPtSharp.cs" />
     <Compile Include="Lib\Sound\Record\PitchTracker\IPitchTracker.cs" />
     <Compile Include="Lib\Sound\Record\Pitch\CircularBuffer.cs" />
     <Compile Include="Lib\Sound\Record\Pitch\Extensions.cs" />

From 001884ed9d8af6bb2aa5ff90d7db5b392db295c1 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Wed, 16 Apr 2014 23:58:49 +0200
Subject: [PATCH 08/14] Extract class for testing pitchtrackers Fix some typos

---
 PitchTracker/PitchWrapper.cpp                 |   2 +-
 PitchTracker/PitchWrapper.h                   |   2 +-
 Vocaluxe/Lib/Sound/Record/CBuffer.cs          | 338 +--------------
 .../Record/PitchTracker/CPitchTrackerTest.cs  | 388 ++++++++++++++++++
 Vocaluxe/Vocaluxe.csproj                      |   1 +
 5 files changed, 398 insertions(+), 333 deletions(-)
 create mode 100644 Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs

diff --git a/PitchTracker/PitchWrapper.cpp b/PitchTracker/PitchWrapper.cpp
index 6314b64c..612882c0 100644
--- a/PitchTracker/PitchWrapper.cpp
+++ b/PitchTracker/PitchWrapper.cpp
@@ -71,7 +71,7 @@ int PtAKF_GetNumHalfTones(){
 	return PtAKF::GetNumHalfTones();
 }
 
-void PtAKF_SetVolumeTreshold(PtAKF* analyzer, float threshold){
+void PtAKF_SetVolumeThreshold(PtAKF* analyzer, float threshold){
 	if(!analyzer)
 		return;
 	analyzer->SetVolumeThreshold(threshold);
diff --git a/PitchTracker/PitchWrapper.h b/PitchTracker/PitchWrapper.h
index 6425f862..11b32b84 100644
--- a/PitchTracker/PitchWrapper.h
+++ b/PitchTracker/PitchWrapper.h
@@ -29,7 +29,7 @@ DllExport void PtDyWa_Free(PtDyWa* analyzer);
 DllExport void PtDyWa_SetVolumeTreshold(PtDyWa* analyzer,float threshold);
 DllExport float PtDyWa_GetVolumeThreshold(PtDyWa* analyzer);
 DllExport void PtDyWa_InputByte(PtDyWa* analyzer, char* data, int sampleCt);
-DllExport double PtDyWa_FindNote(PtDyWa* analyzer);
+DllExport double PtDyWa_FindNote(PtDyWa* analyzer, float* maxVolume);
 
 /*
 public ref class CTone {
diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index 9a4a7b4d..43950e7d 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -18,28 +18,12 @@
 #define TEST_PITCH
 
 using System;
-#if TEST_PITCH
-using System.Collections.Generic;
-using System.IO;
-using System.Windows.Forms;
-using System.Diagnostics;
-using Pitch;
-using Vocaluxe.Lib.Sound.Record.Pitch;
 using Vocaluxe.Lib.Sound.Record.PitchTracker;
-using VocaluxeLib;
-using VocaluxeLib.Utils;
-
-#endif
 
 namespace Vocaluxe.Lib.Sound.Record
 {
     class CBuffer : IDisposable
     {
-#if TEST_PITCH
-        //Half tones: C C# D D# E F F# G G# A A# B
-        private const double _BaseToneFreq = 65.4064; // lowest (half-)tone to analyze (C2 = 65.4064 Hz)
-        private const double _HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBase^12 = 2 (one octave)
-#endif
         private CPitchTracker _PitchTracker = new CPtAKF();
 
         private float _MaxVolume;
@@ -50,8 +34,12 @@ namespace Vocaluxe.Lib.Sound.Record
             ToneWeigths = new float[GetNumHalfTones()];
             Reset();
 #if TEST_PITCH
-            _TestPitchDetection();
-            Reset();
+            CPitchTrackerTest tester = new CPitchTrackerTest();
+            tester.AddAnalyzer(new CAnalyzer());
+            tester.AddAnalyzer(new CPtAKF());
+            tester.AddAnalyzer(new CPtDyWa());
+            tester.AddAnalyzer(new CPtSharp());
+            tester.RunTest();
 #endif
         }
 
@@ -109,8 +97,7 @@ namespace Vocaluxe.Lib.Sound.Record
 
         public void AnalyzeBuffer()
         {
-            //_MaxVolume = _Analyzer.GetPeak() / 43 + 1;
-            int tone = _PitchTracker.GetNote(out _MaxVolume, ToneWeigths); //(int)Math.Round(_Analyzer.FindNote()); // 
+            int tone = _PitchTracker.GetNote(out _MaxVolume, ToneWeigths);
             if (tone >= 0)
             {
                 ToneAbs = tone;
@@ -135,316 +122,5 @@ namespace Vocaluxe.Lib.Sound.Record
                 _PitchTracker = null;
             }
         }
-
-#if TEST_PITCH
-        private static bool _PitchTestRun;
-
-        private static string _ToneToNote(int tone, bool withOctave = true)
-        {
-            if (tone < 0)
-                return "inv.";
-            tone += 24;
-            string[] notes = {"C", "C#", "D", "D#", "E", "F", "F#", "G", "G#", "A", "A#", "B"};
-            string result = notes[tone % 12];
-            if (withOctave)
-                result += (tone / 12);
-            return result;
-        }
-
-        private void _TestPitchDetection()
-        {
-            if (_PitchTestRun)
-                return;
-            _PitchTestRun = true;
-            const int toneFrom = 0;
-            const int toneTo = -1; // 47; //B5
-            Console.WriteLine("Testing notes " + _ToneToNote(toneFrom) + " - " + _ToneToNote(toneTo));
-            byte[] data;
-            byte[] data2 = new byte[2048];
-            int ok = 0;
-            int tests = 0;
-            double angle = 0;
-            for (int distort = 0; distort < 10; distort++)
-            {
-                for (int tone = toneFrom; tone <= toneTo; tone++)
-                {
-                    _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, tone), 44100, ref angle, out data);
-                    _Distort(data, tone, distort);
-
-                    for (int i = 0; i < 4; i++)
-                    {
-                        Buffer.BlockCopy(data, i * 2048, data2, 0, 2048);
-                        ProcessNewBuffer(data2);
-                        AnalyzeBuffer();
-                    }
-                    if (!ToneValid)
-                        CBase.Log.LogDebug("Note " + _ToneToNote(tone) + " not detected (Distortion: " + distort + ")");
-                    else if (Tone != tone % 12)
-                    {
-                        CBase.Log.LogDebug("Note " + _ToneToNote(tone) + " wrongly detected as " + _ToneToNote(Tone, false) + " (Distortion: " + distort + ")");
-                        CWavFile file = new CWavFile();
-                        file.Create(tone + "-" + distort + ".wav", 1, 44100, 16);
-                        file.Write16BitSamples(data, 1);
-                        file.Close();
-                    }
-                    else
-                        ok++;
-                    tests++;
-                }
-            }
-            /*if (_TestFile("toneG3.wav", 19))
-                ok++;
-            tests++;
-            if (_TestFile("toneG3Miss.wav", 19))
-                ok++;
-            tests++;
-            if (_TestFile("toneG4.wav", 31))
-                ok++;
-            tests++;*/
-            _TestFile("whistling3.wav", "whistling3.txt", ref tests, ref ok);
-            _TestFile("sClausVoc.wav", "sClausVoc.txt", ref tests, ref ok);
-
-            _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, 5), 44100, ref angle, out data);
-            Stopwatch sw = new Stopwatch();
-            sw.Start();
-            const int repeats = 100;
-            for (int i = 0; i < repeats; i++)
-            {
-                ProcessNewBuffer(data);
-                AnalyzeBuffer();
-            }
-            sw.Stop();
-            string msg = "Analyser: Errors: " + (tests - ok) + "/" + tests + "; Speed: " +
-                         (int)(repeats / (sw.ElapsedMilliseconds / 1000.0)) + " buffers/s";
-            Console.WriteLine(msg);
-            MessageBox.Show(msg);
-            Reset();
-        }
-
-        private struct STimedNote
-        {
-            public int Time, Note;
-        }
-
-        private void _TestFile(string fileName, string testFileName, ref int ct, ref int ok)
-        {
-            if (!File.Exists(testFileName))
-            {
-                ok = ct = 0;
-                return;
-            }
-            List<STimedNote> tones = new List<STimedNote>();
-            using (StreamReader reader = new StreamReader(testFileName))
-            {
-                String line;
-                while ((line = reader.ReadLine()) != null)
-                {
-                    int p = line.IndexOf(' ');
-                    if (p < 0)
-                        continue;
-                    STimedNote note;
-                    note.Time = int.Parse(line.Substring(0, p));
-                    note.Note = int.Parse(line.Substring(p + 1));
-                    tones.Add(note);
-                }
-            }
-            _TestFile(fileName, tones, ref ct, ref ok);
-        }
-
-        private bool _TestFile(string fileName, int tone)
-        {
-            STimedNote note;
-            note.Note = tone;
-            note.Time = 46;
-            List<STimedNote> tones = new List<STimedNote> {note};
-            int ct = 0;
-            int ok = 0;
-            _TestFile(fileName, tones, ref ct, ref ok);
-            return ok >= ct - 4;
-        }
-
-        private bool _IsNoteValid(int note, int time, IList<STimedNote> tones)
-        {
-            const int lastNoteMaxTimeDiff = 1024 * 1000 / 44100; // old note is valid for 1024 more samples
-            for (int i = 0; i < tones.Count; i++)
-            {
-                if (tones[i].Time > time)
-                    break;
-                if (i + 1 == tones.Count || time <= tones[i + 1].Time + lastNoteMaxTimeDiff)
-                {
-                    if (tones[i].Note == note)
-                        return true;
-                }
-            }
-            return false;
-        }
-
-        private void _TestFile(string fileName, IList<STimedNote> tones, ref int ct, ref int ok)
-        {
-            CWavFile wavFile = new CWavFile();
-            try
-            {
-                if (!wavFile.Open(fileName))
-                    return;
-                if (wavFile.BitsPerSample != 16)
-                {
-                    wavFile.Close();
-                    return;
-                }
-                int samplesRead = 0;
-                int curTimeIndex = -1;
-                int curNote = -1;
-                const int maxSamplesPerBatch = 512;
-                CPitchTracker analyzer2 = new CAnalyzer();
-                CPitchTracker analyzer3 = new CPtDyWa();
-                CPitchTracker analyzer4 = new CPtSharp();
-                int[] detectedTones = new int[4];
-                int[] oks = new int[4];
-                float dummyMaxVol;
-                float[] dummyWeights = new float[ToneWeigths.Length];
-                int lCt = 0;
-                while (wavFile.NumSamplesLeft > maxSamplesPerBatch)
-                {
-                    byte[] samples = wavFile.GetNextSamples16BitAsBytes(maxSamplesPerBatch, 1);
-                    samplesRead += samples.Length / 2;
-                    int time = samplesRead * 1000 / wavFile.SampleRate;
-                    ProcessNewBuffer(samples);
-                    AnalyzeBuffer();
-                    analyzer2.Input(samples);
-                    analyzer3.Input(samples);
-                    analyzer4.Input(samples);
-                    while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
-                    {
-                        curTimeIndex++;
-                        curNote = tones[curTimeIndex].Note;
-                    }
-                    if (curNote < 0)
-                        continue;
-                    detectedTones[0] = ToneValid ? ToneAbs : -1;
-                    detectedTones[1] = analyzer2.GetNote(out dummyMaxVol, dummyWeights);
-                    detectedTones[2] = analyzer3.GetNote(out dummyMaxVol, dummyWeights);
-                    detectedTones[3] = analyzer4.GetNote(out dummyMaxVol, dummyWeights);
-                    lCt++;
-                    /*if (!ToneValid)
-                        CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms not detected");
-                    else if (ToneAbs % 12 != curNote % 12)
-                        CBase.Log.LogDebug("Note " + _ToneToNote(curNote) + " at " + time + "ms wrongly detected as " + _ToneToNote(ToneAbs));
-                    else
-                        ok++;*/
-                    bool[] valids = new bool[4];
-                    bool error = false;
-                    for (int i = 0; i < 4; i++)
-                    {
-                        valids[i] = _IsNoteValid(detectedTones[i], time, tones);
-                        if (valids[i])
-                            oks[i]++;
-                        else
-                            error = true;
-                    }
-                    if (error)
-                    {
-                        string msg = "Note " + _ToneToNote(curNote) + " at " + time + "ms detected as ";
-                        for (int i = 0; i < 4; i++)
-                            msg += _ToneToNote(detectedTones[i]) + (valids[i] ? "" : "(!)") + "; ";
-                        CBase.Log.LogDebug(msg);
-                    }
-                }
-                string msg2 = "Detected ";
-                for (int i = 0; i < 4; i++)
-                    msg2 += oks[i] + "|" + (lCt - oks[i]) + " ";
-                CBase.Log.LogDebug(msg2);
-            }
-            catch (Exception e)
-            {
-                Console.WriteLine("Error on file " + fileName + ": " + e);
-            }
-            wavFile.Close();
-        }
-
-        private static short[] _GetDistort(int len, int tone, int type)
-        {
-            short[] sdata = new short[len];
-            if (type < 9)
-            {
-                int newTone = 1;
-                switch (type)
-                {
-                    case 0:
-                        newTone = 2;
-                        break;
-                    case 1:
-                        newTone = 3;
-                        break;
-                    case 2:
-                        newTone = 6;
-                        break;
-                    case 3:
-                        newTone = 8;
-                        break;
-                    case 4:
-                        newTone = 10;
-                        break;
-                    case 5:
-                        newTone = 15;
-                        break;
-                    case 6:
-                        newTone = 25;
-                        break;
-                    case 7:
-                        newTone = 26;
-                        break;
-                    case 8:
-                        newTone = 29;
-                        break;
-                }
-                byte[] data2;
-                double angle = 0;
-                _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, tone + newTone), 44100, ref angle, out data2);
-                Buffer.BlockCopy(data2, 0, sdata, 0, len * 2);
-            }
-            else
-            {
-                Random r = new Random(0xBEEF);
-                for (int i = 0; i < sdata.Length; i++)
-                    sdata[i] = (short)(r.Next() - Int16.MinValue);
-            }
-            return sdata;
-        }
-
-        private static void _Distort(byte[] data, int tone, int distortCt)
-        {
-            if (distortCt < 1)
-                return;
-            short[] sdata = new short[data.Length / 2];
-            Buffer.BlockCopy(data, 0, sdata, 0, data.Length);
-
-            short[][] distortions = new short[distortCt][];
-            for (int i = 0; i < distortCt; i++)
-                distortions[i] = _GetDistort(data.Length / 2, tone, i);
-
-            for (int i = 0; i < sdata.Length; i++)
-            {
-                double distortion = 0;
-                for (int j = 0; j < distortCt; j++)
-                    distortion += distortions[j][i];
-                distortion /= distortCt;
-                sdata[i] = (short)(sdata[i] * 4.0 / 5.0 + distortion / 5.0);
-            }
-            Buffer.BlockCopy(sdata, 0, data, 0, data.Length);
-        }
-
-        private static void _GetSineWave(double freq, int sampleRate, ref double angle, out byte[] data)
-        {
-            const short max = short.MaxValue;
-            const int len = 4096; //sampleRate * durationMs / 1000;
-            short[] data16Bit = new short[len];
-            for (int i = 0; i < len; i++)
-                data16Bit[i] = (short)(Math.Sin(2 * Math.PI * i / sampleRate * freq + angle) * max);
-            angle = 2 * Math.PI * len / sampleRate * freq + angle;
-            angle = angle % (2 * Math.PI);
-            data = new byte[data16Bit.Length * 2];
-            Buffer.BlockCopy(data16Bit, 0, data, 0, data.Length);
-        }
-#endif
     }
 }
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
new file mode 100644
index 00000000..00670ad1
--- /dev/null
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
@@ -0,0 +1,388 @@
+using System;
+using System.Collections.Generic;
+using System.Diagnostics;
+using System.IO;
+using VocaluxeLib;
+using VocaluxeLib.Utils;
+
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker
+{
+    class CPitchTrackerTest
+    {
+        //Half tones: C C# D D# E F F# G G# A A# B
+        private const double _BaseToneFreq = 65.4064; // lowest (half-)tone to analyze (C2 = 65.4064 Hz)
+        private const double _HalftoneBase = 1.05946309436; // 2^(1/12) -> HalftoneBase^12 = 2 (one octave)
+
+        private readonly List<CPitchTracker> _Analyzers = new List<CPitchTracker>();
+        private int[] _Tones;
+        private float[][] _Weights;
+        private float _MaxVolume;
+        private int _CurTestCount;
+        private int[] _CurPassedCount;
+        private int _TestCount;
+        private int[] _PassedCount;
+        private int[] _SamplesPerSec;
+
+        private static bool _IsRun;
+
+        public void AddAnalyzer(CPitchTracker analyzer)
+        {
+            _Analyzers.Add(analyzer);
+        }
+
+        #region Init
+        private void _InitTests()
+        {
+            _Tones = new int[_Analyzers.Count];
+            _TestCount = 0;
+            _PassedCount = new int[_Analyzers.Count];
+            _CurTestCount = 0;
+            _CurPassedCount = new int[_Analyzers.Count];
+            _Weights = new float[_Analyzers.Count][];
+            for (int i = 0; i < _Analyzers.Count; i++)
+                _Weights[i] = new float[_Analyzers[i].GetNumHalfTones()];
+            _SamplesPerSec = new int[_Analyzers.Count];
+        }
+
+        private void _InitNext(string lastTest)
+        {
+            string msg = "Errors " + lastTest + ": ";
+            for (int i = 0; i < _CurPassedCount.Length; i++)
+            {
+                msg += _CurTestCount - _CurPassedCount[i] + " ";
+                _PassedCount[i] += _CurPassedCount[i];
+                _CurPassedCount[i] = 0;
+            }
+            msg += "of " + _CurTestCount;
+            CBase.Log.LogDebug(msg);
+            _TestCount += _CurTestCount;
+            _CurTestCount = 0;
+        }
+        #endregion
+
+        public void RunTest(bool reRun = false)
+        {
+            if (_IsRun && !reRun)
+                return;
+            _IsRun = true;
+
+            _InitTests();
+
+            _TestSines();
+            _InitNext("Sines");
+
+            _TestFile("toneG3.wav", 19);
+            _InitNext("Real G3");
+
+            _TestFile("toneG3Miss.wav", 19);
+            _InitNext("Real G3 with miss. fundamental");
+
+            _TestFile("toneG4.wav", 31);
+            _InitNext("Real G4");
+
+            _TestFile("whistling3.wav", "whistling3.txt");
+            _InitNext("High whistling");
+
+            _TestFile("sClausVoc.wav", "sClausVoc.txt");
+            _InitNext("Real song");
+
+            _TestSpeed();
+            CBase.Log.LogDebug("Finished: ");
+            for (int i = 0; i < _Analyzers.Count; i++)
+            {
+                string msg = _Analyzers[i].GetType().Name + ":";
+                msg += " Errors=" + (_TestCount - _PassedCount[i]);
+                msg += " Passed=" + _PassedCount[i];
+                msg += " Total=" + _TestCount;
+                msg += " Speed=" + _SamplesPerSec[i] + "samples/s (=" + (_SamplesPerSec[i] / 44100) + "rec.s/s)";
+                CBase.Log.LogDebug(msg);
+            }
+        }
+
+        private void _TestSpeed()
+        {
+            const int samplesPerBuffer = 512;
+            byte[] data;
+            byte[] data2 = new byte[samplesPerBuffer * 2];
+            double angle = 0;
+            const int repeats = 100;
+            _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, 5), 44100, samplesPerBuffer * repeats, ref angle, out data);
+            for (int i = 0; i < _Analyzers.Count; i++)
+            {
+                CPitchTracker analyzer = _Analyzers[i];
+                Stopwatch sw = new Stopwatch();
+                sw.Start();
+                for (int j = 0; j < repeats; j++)
+                {
+                    Buffer.BlockCopy(data, 0, data2, 0, samplesPerBuffer * 2);
+                    analyzer.Input(data2);
+                    analyzer.GetNote(out _MaxVolume, _Weights[j]);
+                }
+                sw.Stop();
+                _SamplesPerSec[i] = (int)Math.Round(samplesPerBuffer * repeats / (sw.ElapsedMilliseconds / 1000.0));
+            }
+        }
+
+        private void _Process(byte[] data)
+        {
+            for (int j = 0; j < _Analyzers.Count; j++)
+            {
+                _Analyzers[j].Input(data);
+                _Tones[j] = _Analyzers[j].GetNote(out _MaxVolume, _Weights[j]);
+            }
+        }
+
+        private static string _ToneToNote(int tone, bool withOctave = true)
+        {
+            if (tone < 0)
+                return "inv.";
+            tone += 24;
+            string[] notes = {"C", "C#", "D", "D#", "E", "F", "F#", "G", "G#", "A", "A#", "B"};
+            string result = notes[tone % 12];
+            if (withOctave)
+                result += (tone / 12);
+            return result;
+        }
+
+        #region Sines
+        private void _TestSines()
+        {
+            const int toneFrom = 0;
+            const int toneTo = 47; //B5
+            const int sampleCt = 4096;
+            const int batchCt = 512;
+            byte[] data2 = new byte[batchCt * 2];
+            Console.WriteLine("Testing notes " + _ToneToNote(toneFrom) + " - " + _ToneToNote(toneTo));
+            double angle = 0;
+            bool[] valids = new bool[_Analyzers.Count];
+            for (int distort = 0; distort < 10; distort++)
+            {
+                for (int tone = toneFrom; tone <= toneTo; tone++)
+                {
+                    byte[] data;
+                    _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, tone), 44100, sampleCt, ref angle, out data);
+                    _Distort(data, tone, distort);
+
+                    for (int i = 0; i < sampleCt / batchCt; i++)
+                    {
+                        Buffer.BlockCopy(data, i * batchCt * 2, data2, 0, batchCt * 2);
+                        _Process(data2);
+                        if (i * batchCt < 2048)
+                            continue;
+                        _CurTestCount++;
+                        bool ok = true;
+                        for (int j = 0; j < valids.Length; j++)
+                        {
+                            valids[j] = _Tones[j] == tone;
+                            if (!valids[j])
+                                ok = false;
+                            else
+                                _CurPassedCount[j]++;
+                        }
+                        if (ok)
+                            continue;
+                        string msg = "Note " + _ToneToNote(tone) + " detected as ";
+                        for (int j = 0; j < valids.Length; j++)
+                            msg += _ToneToNote(_Tones[j]) + (valids[j] ? "" : "(!)") + "; ";
+                        CBase.Log.LogDebug(msg);
+                    }
+                }
+            }
+        }
+
+        private static short[] _GetDistort(int sampleCt, int tone, int type)
+        {
+            short[] sdata = new short[sampleCt];
+            if (type < 9)
+            {
+                int newTone = 1;
+                switch (type)
+                {
+                    case 0:
+                        newTone = 2;
+                        break;
+                    case 1:
+                        newTone = 3;
+                        break;
+                    case 2:
+                        newTone = 6;
+                        break;
+                    case 3:
+                        newTone = 8;
+                        break;
+                    case 4:
+                        newTone = 10;
+                        break;
+                    case 5:
+                        newTone = 15;
+                        break;
+                    case 6:
+                        newTone = 25;
+                        break;
+                    case 7:
+                        newTone = 26;
+                        break;
+                    case 8:
+                        newTone = 29;
+                        break;
+                }
+                byte[] data2;
+                double angle = 0;
+                _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, tone + newTone), 44100, sampleCt, ref angle, out data2);
+                Buffer.BlockCopy(data2, 0, sdata, 0, sampleCt * 2);
+            }
+            else
+            {
+                Random r = new Random(0xBEEF);
+                for (int i = 0; i < sdata.Length; i++)
+                    sdata[i] = (short)(r.Next() - Int16.MinValue);
+            }
+            return sdata;
+        }
+
+        private static void _Distort(byte[] data, int tone, int distortCt)
+        {
+            if (distortCt < 1)
+                return;
+            short[] sdata = new short[data.Length / 2];
+            Buffer.BlockCopy(data, 0, sdata, 0, data.Length);
+
+            short[][] distortions = new short[distortCt][];
+            for (int i = 0; i < distortCt; i++)
+                distortions[i] = _GetDistort(data.Length / 2, tone, i);
+
+            for (int i = 0; i < sdata.Length; i++)
+            {
+                double distortion = 0;
+                for (int j = 0; j < distortCt; j++)
+                    distortion += distortions[j][i];
+                distortion /= distortCt;
+                sdata[i] = (short)(sdata[i] * 4.0 / 5.0 + distortion / 5.0);
+            }
+            Buffer.BlockCopy(sdata, 0, data, 0, data.Length);
+        }
+
+        private static void _GetSineWave(double freq, int sampleRate, int sampleCt, ref double angle, out byte[] data)
+        {
+            const short max = short.MaxValue;
+            short[] data16Bit = new short[sampleCt];
+            for (int i = 0; i < sampleCt; i++)
+                data16Bit[i] = (short)(Math.Sin(2 * Math.PI * i / sampleRate * freq + angle) * max);
+            angle = 2 * Math.PI * sampleCt / sampleRate * freq + angle;
+            angle = angle % (2 * Math.PI);
+            data = new byte[data16Bit.Length * 2];
+            Buffer.BlockCopy(data16Bit, 0, data, 0, data.Length);
+        }
+        #endregion
+
+        #region File
+        private struct STimedNote
+        {
+            public int Time, Note;
+        }
+
+        private void _TestFile(string fileName, string testFileName)
+        {
+            if (!File.Exists(testFileName))
+                return;
+            List<STimedNote> tones = new List<STimedNote>();
+            using (StreamReader reader = new StreamReader(testFileName))
+            {
+                String line;
+                while ((line = reader.ReadLine()) != null)
+                {
+                    int p = line.IndexOf(' ');
+                    if (p < 0)
+                        continue;
+                    STimedNote note;
+                    note.Time = int.Parse(line.Substring(0, p));
+                    note.Note = int.Parse(line.Substring(p + 1));
+                    tones.Add(note);
+                }
+            }
+            _TestFile(fileName, tones);
+        }
+
+        private void _TestFile(string fileName, int tone)
+        {
+            STimedNote note;
+            note.Note = tone;
+            note.Time = 46;
+            List<STimedNote> tones = new List<STimedNote> {note};
+            _TestFile(fileName, tones);
+        }
+
+        private static bool _IsNoteValid(int note, int time, IList<STimedNote> tones)
+        {
+            const int lastNoteMaxTimeDiff = 1024 * 1000 / 44100; // old note is valid for 1024 more samples
+            for (int i = 0; i < tones.Count; i++)
+            {
+                if (tones[i].Time > time)
+                    break;
+                if (i + 1 == tones.Count || time <= tones[i + 1].Time + lastNoteMaxTimeDiff)
+                {
+                    if (tones[i].Note == note)
+                        return true;
+                }
+            }
+            return false;
+        }
+
+        private void _TestFile(string fileName, IList<STimedNote> tones)
+        {
+            CWavFile wavFile = new CWavFile();
+            try
+            {
+                if (!wavFile.Open(fileName))
+                    return;
+                if (wavFile.BitsPerSample != 16)
+                {
+                    wavFile.Close();
+                    return;
+                }
+                int samplesRead = 0;
+                int curTimeIndex = -1;
+                int curNote = -1;
+                const int maxSamplesPerBatch = 512;
+                bool[] valids = new bool[_Tones.Length];
+                while (wavFile.NumSamplesLeft > maxSamplesPerBatch)
+                {
+                    byte[] samples = wavFile.GetNextSamples16BitAsBytes(maxSamplesPerBatch, 1);
+                    samplesRead += samples.Length / 2;
+                    int time = samplesRead * 1000 / wavFile.SampleRate;
+                    _Process(samples);
+                    while (curTimeIndex + 1 < tones.Count && time >= tones[curTimeIndex + 1].Time)
+                    {
+                        curTimeIndex++;
+                        curNote = tones[curTimeIndex].Note;
+                    }
+                    if (curNote < 0)
+                        continue;
+                    _CurTestCount++;
+                    bool error = false;
+                    for (int i = 0; i < _Tones.Length; i++)
+                    {
+                        valids[i] = _IsNoteValid(_Tones[i], time, tones);
+                        if (valids[i])
+                            _CurPassedCount[i]++;
+                        else
+                            error = true;
+                    }
+                    if (error)
+                    {
+                        string msg = "Note " + _ToneToNote(curNote) + " at " + time + "ms detected as ";
+                        for (int i = 0; i < 4; i++)
+                            msg += _ToneToNote(_Tones[i]) + (valids[i] ? "" : "(!)") + "; ";
+                        CBase.Log.LogDebug(msg);
+                    }
+                }
+            }
+            catch (Exception e)
+            {
+                Console.WriteLine("Error on file " + fileName + ": " + e);
+            }
+            wavFile.Close();
+        }
+        #endregion
+    }
+}
\ No newline at end of file
diff --git a/Vocaluxe/Vocaluxe.csproj b/Vocaluxe/Vocaluxe.csproj
index 1f6afd01..df259176 100644
--- a/Vocaluxe/Vocaluxe.csproj
+++ b/Vocaluxe/Vocaluxe.csproj
@@ -268,6 +268,7 @@
     <Compile Include="Lib\Sound\Record\CRecordBase.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSampleDataEventArgs.cs" />
     <Compile Include="Lib\Sound\Record\DirectSound\CSoundCardSource.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\CPitchTrackerTest.cs" />
     <Compile Include="Lib\Sound\Record\PitchTracker\CPtAKF.cs" />
     <Compile Include="Lib\Sound\Record\PitchTracker\CPtDyWa.cs" />
     <Compile Include="Lib\Sound\Record\PitchTracker\CPtSharp.cs" />

From 874c66d6d1aade1c8a4cdde300055b24500ae74b Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Thu, 17 Apr 2014 00:13:24 +0200
Subject: [PATCH 09/14] Fix bug (last value left out)

---
 PitchTracker/ptAKF.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index 7a418f22..99418d33 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -162,7 +162,7 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 			lastWeight = curWeight;
 		}
 		//Set all invalid weights to 0
-		for(int toneIndex = lastValidTone + 1;toneIndex < _MaxHalfTone; toneIndex++){
+		for(int toneIndex = lastValidTone + 1;toneIndex <= _MaxHalfTone; toneIndex++){
 			weights[toneIndex - _MinHalfTone] = 0.f;
 		}
 	}

From 29d2dce3fc924c439011db549ea72db36f2c201f Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Thu, 17 Apr 2014 13:45:08 +0200
Subject: [PATCH 10/14] Move files to correct dir

---
 .../Record/PitchTracker/CPitchTrackerTest.cs  |  2 +-
 .../Lib/Sound/Record/PitchTracker/CPtSharp.cs |  1 +
 .../Pitch/CircularBuffer.cs                   |  5 +---
 .../{ => PitchTracker}/Pitch/Extensions.cs    | 25 ++++++++-----------
 .../{ => PitchTracker}/Pitch/IIRFilter.cs     |  5 +---
 .../{ => PitchTracker}/Pitch/PitchDsp.cs      |  6 +----
 .../{ => PitchTracker}/Pitch/PitchTracker.cs  |  3 +--
 Vocaluxe/Vocaluxe.csproj                      | 10 ++++----
 8 files changed, 22 insertions(+), 35 deletions(-)
 rename Vocaluxe/Lib/Sound/Record/{ => PitchTracker}/Pitch/CircularBuffer.cs (98%)
 rename Vocaluxe/Lib/Sound/Record/{ => PitchTracker}/Pitch/Extensions.cs (83%)
 rename Vocaluxe/Lib/Sound/Record/{ => PitchTracker}/Pitch/IIRFilter.cs (99%)
 rename Vocaluxe/Lib/Sound/Record/{ => PitchTracker}/Pitch/PitchDsp.cs (99%)
 rename Vocaluxe/Lib/Sound/Record/{ => PitchTracker}/Pitch/PitchTracker.cs (99%)

diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
index 00670ad1..dc08cec7 100644
--- a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
@@ -116,7 +116,7 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
                 {
                     Buffer.BlockCopy(data, 0, data2, 0, samplesPerBuffer * 2);
                     analyzer.Input(data2);
-                    analyzer.GetNote(out _MaxVolume, _Weights[j]);
+                    analyzer.GetNote(out _MaxVolume, _Weights[i]);
                 }
                 sw.Stop();
                 _SamplesPerSec[i] = (int)Math.Round(samplesPerBuffer * repeats / (sw.ElapsedMilliseconds / 1000.0));
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs
index af38e362..9f73b0f2 100644
--- a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtSharp.cs
@@ -4,6 +4,7 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
 {
     /// <summary>
     /// Pitchtracker (Pt) in C# that uses IIR filters for smoothing and an intelligent detection algorithm to reduce calculations
+    /// DO NOT USE in 32 Bit! Due to floating point errors the filter will raise all values to NAN (TODO: FIX it!)
     /// </summary>
     class CPtSharp : CPitchTracker
     {
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/CircularBuffer.cs
similarity index 98%
rename from Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs
rename to Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/CircularBuffer.cs
index d784e2df..07b6836b 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/CircularBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/CircularBuffer.cs
@@ -1,9 +1,6 @@
 using System;
-using System.Collections.Generic;
-using System.Text;
-using System.Collections;
 
-namespace Pitch
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker.Pitch
 {
     public class CircularBuffer<T> : IDisposable
     {
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/Extensions.cs
similarity index 83%
rename from Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs
rename to Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/Extensions.cs
index 2487ea18..4cbd7c81 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/Extensions.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/Extensions.cs
@@ -1,9 +1,6 @@
 using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
 
-namespace Pitch
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker.Pitch
 {
     public static class Extensions
     {
@@ -12,7 +9,7 @@ namespace Pitch
         /// </summary>
         /// <typeparam name="T"></typeparam>
         /// <param name="buffer"></param>
-        static public void Clear(this float[] buffer)
+        public static void Clear(this float[] buffer)
         {
             Array.Clear(buffer, 0, buffer.Length);
         }
@@ -22,7 +19,7 @@ namespace Pitch
         /// </summary>
         /// <typeparam name="T"></typeparam>
         /// <param name="buffer"></param>
-        static public void Clear(this double[] buffer)
+        public static void Clear(this double[] buffer)
         {
             Array.Clear(buffer, 0, buffer.Length);
         }
@@ -35,15 +32,15 @@ namespace Pitch
         /// <param name="shiftBy"></param>
         /// <param name="startIdx"></param>
         /// <param name="length"></param>
-        static public void Copy(this float[] fromBuffer, float[] toBuffer, int fromStart, int toStart, int length)
+        public static void Copy(this float[] fromBuffer, float[] toBuffer, int fromStart, int toStart, int length)
         {
             if (toBuffer == null || fromBuffer.Length == 0 || toBuffer.Length == 0)
                 return;
 
-            var fromBegIdx = fromStart;
-            var fromEndIdx = fromStart + length;
-            var toBegIdx = toStart;
-            var toEndIdx = toStart + length;
+            int fromBegIdx = fromStart;
+            int fromEndIdx = fromStart + length;
+            int toBegIdx = toStart;
+            int toEndIdx = toStart + length;
 
             if (fromBegIdx < 0)
             {
@@ -88,7 +85,7 @@ namespace Pitch
         /// </summary>
         /// <typeparam name="T"></typeparam>
         /// <param name="buffer"></param>
-        static public void Clear(this float[] buffer, int startIdx, int endIdx)
+        public static void Clear(this float[] buffer, int startIdx, int endIdx)
         {
             Array.Clear(buffer, startIdx, endIdx - startIdx + 1);
         }
@@ -99,10 +96,10 @@ namespace Pitch
         /// <typeparam name="T"></typeparam>
         /// <param name="buffer"></param>
         /// <param name="?"></param>
-        static public void Fill(this double[] buffer, double value)
+        public static void Fill(this double[] buffer, double value)
         {
             for (int idx = 0; idx < buffer.Length; idx++)
                 buffer[idx] = value;
         }
     }
-}
+}
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/IIRFilter.cs
similarity index 99%
rename from Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs
rename to Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/IIRFilter.cs
index 8759c77e..e180ff72 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/IIRFilter.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/IIRFilter.cs
@@ -1,9 +1,6 @@
 using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
 
-namespace Pitch
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker.Pitch
 {
     /// <summary>
     /// Infinite impulse response filter (old style analog filters)
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/PitchDsp.cs
similarity index 99%
rename from Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
rename to Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/PitchDsp.cs
index 0eb79432..3fc22ee6 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/PitchDsp.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/PitchDsp.cs
@@ -1,10 +1,6 @@
 using System;
-using System.Collections.Generic;
-using System.Text;
-using System.Runtime.InteropServices;
-using System.Collections;
 
-namespace Pitch
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker.Pitch
 {
     /// <summary>
     /// Pitch related DSP
diff --git a/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/PitchTracker.cs
similarity index 99%
rename from Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
rename to Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/PitchTracker.cs
index 8e7e6776..59522197 100644
--- a/Vocaluxe/Lib/Sound/Record/Pitch/PitchTracker.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/Pitch/PitchTracker.cs
@@ -1,9 +1,8 @@
 using System;
 using System.Collections.Generic;
 using System.Collections;
-using Pitch;
 
-namespace Vocaluxe.Lib.Sound.Record.Pitch
+namespace Vocaluxe.Lib.Sound.Record.PitchTracker.Pitch
 {
     /// <summary>
     /// Tracks pitch
diff --git a/Vocaluxe/Vocaluxe.csproj b/Vocaluxe/Vocaluxe.csproj
index df259176..f43e6307 100644
--- a/Vocaluxe/Vocaluxe.csproj
+++ b/Vocaluxe/Vocaluxe.csproj
@@ -273,11 +273,11 @@
     <Compile Include="Lib\Sound\Record\PitchTracker\CPtDyWa.cs" />
     <Compile Include="Lib\Sound\Record\PitchTracker\CPtSharp.cs" />
     <Compile Include="Lib\Sound\Record\PitchTracker\IPitchTracker.cs" />
-    <Compile Include="Lib\Sound\Record\Pitch\CircularBuffer.cs" />
-    <Compile Include="Lib\Sound\Record\Pitch\Extensions.cs" />
-    <Compile Include="Lib\Sound\Record\Pitch\IIRFilter.cs" />
-    <Compile Include="Lib\Sound\Record\Pitch\PitchDsp.cs" />
-    <Compile Include="Lib\Sound\Record\Pitch\PitchTracker.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\Pitch\CircularBuffer.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\Pitch\Extensions.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\Pitch\IIRFilter.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\Pitch\PitchDsp.cs" />
+    <Compile Include="Lib\Sound\Record\PitchTracker\Pitch\PitchTracker.cs" />
     <Compile Include="Lib\Video\Acinerella\CDecoder.cs" />
     <Compile Include="Lib\Video\Acinerella\CDecoderThread.cs" />
     <Compile Include="Lib\Video\Acinerella\CFramebuffer.cs" />

From a85cdaf615108e33182a95e0e18f84f319e685a5 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Fri, 25 Apr 2014 16:11:40 +0200
Subject: [PATCH 11/14] Smooth pitch result

---
 PitchTracker/Helper.cpp                       |   2 +-
 PitchTracker/ptAKF.cpp                        | 100 ++++++++++++------
 PitchTracker/ptAKF.h                          |  22 ++--
 .../Lib/Sound/Record/PitchTracker/CPtAKF.cs   |   2 +-
 4 files changed, 82 insertions(+), 44 deletions(-)

diff --git a/PitchTracker/Helper.cpp b/PitchTracker/Helper.cpp
index 41e00776..f49de316 100644
--- a/PitchTracker/Helper.cpp
+++ b/PitchTracker/Helper.cpp
@@ -3,7 +3,7 @@
 #include <cmath>
 
 float* short2FloatArray(short* in, size_t len){
-	const float maxShort = 32767.0;
+	const float maxShort = 32767.0f;
 
 	float* result = static_cast<float*>(malloc(len * sizeof(float)));
 	float* curOut = result;
diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index 99418d33..cb83edae 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -43,12 +43,15 @@ PtAKF::PtAKF(unsigned step){
 		_Window = new float[_SampleCt];
 		double cosMult = 2. * M_PI / (_SampleCt - 1.); //To simplify and speed up
 		for (int i = 0; i < _SampleCt; i++) {
-			_Window[i] = static_cast<float>(0.54 - 0.46 * cos(i * cosMult));
+			_Window[i] = static_cast<float>(0.64 - 0.36 * cos(i * cosMult));
 		}
 	}
 	_Step = step;
 	_VolTreshold = 0.01f;
 	_LastMaxVol = 0.f;
+	for(int i = 0; i < _SmoothCt; i++)
+		_LastTones[i] = -1;
+	_LastToneIndex = 0;
 }
 
 PtAKF::~PtAKF(){
@@ -67,15 +70,42 @@ void PtAKF::SetVolumeThreshold(float threshold){
 
 int PtAKF::GetNote(float* restrict maxVolume, float* restrict weights){
 	float AnaylsisBuf[_SampleCt];
-	size_t size = _AnalysisBuf.size();
-	if(size > _SampleCt)
-		_AnalysisBuf.pop(size - _SampleCt);
-	if(!_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt)){
-		*maxVolume = _LastMaxVol * 0.85f;
-		return -1;
+	int note = _LastTones[_LastToneIndex];
+	*maxVolume = _LastMaxVol * 0.85f;
+	if(_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt)){
+		do{
+			_AnalysisBuf.pop(_Step);
+			note = _GetNote(AnaylsisBuf, maxVolume, weights);
+			if(++_LastToneIndex >= _SmoothCt)
+				_LastToneIndex = 0;
+			_LastTones[_LastToneIndex] = note;
+		}while(_AnalysisBuf.read(AnaylsisBuf, AnaylsisBuf + _SampleCt));
+		note = _GetSmoothTone();
 	}
-	_AnalysisBuf.pop(_Step);
-	return _GetNote(AnaylsisBuf, maxVolume, weights);
+	return note;
+}
+
+int PtAKF::_GetSmoothTone(){
+	int tones[_SmoothCt];
+	int ct = 0;
+	for(int i=0; i < _SmoothCt; i++){
+		int j;
+		int tone = _LastTones[i];
+		if(tone < 0)
+			continue;
+		for(j = ct; j > 0; j--){
+			if(tones[j-1] > tone)
+				tones[j] = tones[j-1];
+			else break;
+		}
+		tones[j] = tone;
+		ct++;
+	}
+	if(ct == 0)
+		return -1; //Nothing detected
+	if(ct % 2 == 0)
+		return (tones[ct/2] + tones[ct/2-1]) / 2; //For even cts get the mean of the 2 middle tones
+	return tones[ct/2]; //For odd cts get the median (middle tone)
 }
 
 void PtAKF::InitPeaks(SPeak peaks[_MaxPeaks]){
@@ -104,7 +134,7 @@ void PtAKF::AddPeak(SPeak peaks[], float curWeight, int toneIndex){
 	}
 }
 
-int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* restrict weights){
+int PtAKF::_GetNote(float samples[_SampleCt], float* restrict maxVolume, float weights[_MaxHalfTone+1]){
 	// Calculate maximum volume
 
 	float maxVolumeL = 0;
@@ -132,15 +162,15 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 	int lastValidTone = 0;
 	float lastWeight = 1.f;
 	float maxWeight = 0.f;
-	for (int toneIndex = _MinHalfTone; toneIndex <= _MaxHalfTone; toneIndex++)
-	{
+
+	for (int toneIndex = 0; toneIndex <= _MaxHalfTone; toneIndex++){
 		float curWeight = _AnalyzeByTone(samples, samplesWindowed, toneIndex);
 
 		if(curWeight > maxWeight){
 			maxWeight = curWeight;
 		}
 
-		weights[toneIndex - _MinHalfTone] = curWeight;
+		weights[toneIndex] = curWeight;
 
 		//Filter:
 		if(lastWeight > curWeight || (lastWeight > 0.f && curWeight <= 0.f))
@@ -161,9 +191,11 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 			}
 			lastWeight = curWeight;
 		}
+		if(lastValidTone < 0)
+			return -1;
 		//Set all invalid weights to 0
 		for(int toneIndex = lastValidTone + 1;toneIndex <= _MaxHalfTone; toneIndex++){
-			weights[toneIndex - _MinHalfTone] = 0.f;
+			weights[toneIndex] = 0.f;
 		}
 	}
 
@@ -171,10 +203,10 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 	InitPeaks(peaks);
 	int numPeaks = 0;
 	bool up = true;
-	for(int i = _MinHalfTone + 1; i <= _MaxHalfTone; i++){
-		if(weights[i-1] > weights[i]){
+	for(int i = 1; i <= _MaxHalfTone; i++){
+		if(weights[i - 1] > weights[i]){
 			if(up){
-				AddPeak(peaks, weights[i - 1 - _MinHalfTone], i - 1);
+				AddPeak(peaks, weights[i - 1], i - 1);
 				numPeaks++;
 				up = false;
 			}
@@ -182,8 +214,8 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 			up = true;
 		}
 	}
-	if(up){
-		AddPeak(peaks, weights[_MaxHalfTone - _MinHalfTone], _MaxHalfTone);
+	if(up && weights[_MaxHalfTone] > 0.001f){
+		AddPeak(peaks, weights[_MaxHalfTone], _MaxHalfTone);
 		numPeaks++;
 	}
 	if(numPeaks > _MaxPeaks)
@@ -193,9 +225,11 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 	// This is necessary because we may have our real peak a bit off the exact tone frequency
 	// and a 'wrong' peak that is exactly at another tone which might become higher than the one at the 'right' tone
 
+	maxWeight = peaks[_MaxPeaks-1].weight;
+	if(maxWeight < 0.00001f) // Just a small number to check for zero values
+		return -1;
 	int maxTone = peaks[_MaxPeaks-1].toneIndex;
 	int maxToneFine = -1;
-	maxWeight = peaks[_MaxPeaks-1].weight;
 	for(int i = _MaxPeaks - numPeaks; i < _MaxPeaks; i++){
 		float curWeight = peaks[i].weight;
 		if(curWeight * 3.f < maxWeight)
@@ -217,7 +251,7 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 			}else
 				continue;
 		}
-		weights[toneIndex - _MinHalfTone] = curWeight;
+		weights[toneIndex] = curWeight;
 		if(curWeight > maxWeight){
 			maxTone = toneIndex;
 			maxToneFine = 1 - otherToneFineIndex;
@@ -225,10 +259,10 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 		}
 
 		// Now check also neighbouring tone
-		if(otherToneIndex > 0){
+		if(otherToneIndex >= 0){
 			float curWeightOther = _AnalyzeBySampleCt(samples,  samplesWindowed, _SamplesPerPeriodPerToneFine[otherToneIndex * 2 + otherToneFineIndex]);
-			if(curWeightOther > weights[otherToneIndex - _MinHalfTone]){
-				weights[otherToneIndex - _MinHalfTone] = curWeightOther;
+			if(curWeightOther > weights[otherToneIndex]){
+				weights[otherToneIndex] = curWeightOther;
 				if(curWeightOther > maxWeight){
 					maxTone = otherToneIndex;
 					maxToneFine = otherToneFineIndex;
@@ -238,20 +272,20 @@ int PtAKF::_GetNote(float* restrict samples, float* restrict maxVolume, float* r
 		}
 	}
 
-	float energy = _AKFBySampleCt(samples, 0);
-	float maxAKF = (maxToneFine < 0) ? _AKFByTone(samples, maxTone) : _AKFBySampleCt(samples, _SamplesPerPeriodPerToneFine[maxTone * 2 + maxToneFine]);
+	float energy = _AKFBySampleCt(samplesWindowed, 0);
+	float maxAKF = (maxToneFine < 0) ? _AKFByTone(samplesWindowed, maxTone) : _AKFBySampleCt(samplesWindowed, _SamplesPerPeriodPerToneFine[maxTone * 2 + maxToneFine]);
 
 	//if(maxWeight - minWeight > 0.025){
-	if(maxAKF >= 0.35f * energy){
+	if(maxAKF >= 0.33f * energy){
 		return maxTone;
 	}else return -1;
 }
 
-float PtAKF::_AnalyzeByTone(float* restrict samples, float* restrict samplesWindowed, int toneIndex){
+float PtAKF::_AnalyzeByTone(float samples[_SampleCt], float samplesWindowed[_SampleCt], int toneIndex){
 	return _AnalyzeBySampleCt(samples, samplesWindowed, _SamplesPerPeriodPerTone[toneIndex]);
 }
 
-float PtAKF::_AnalyzeBySampleCt(float* restrict samples, float* restrict samplesWindowed, float samplesPerPeriodD){
+float PtAKF::_AnalyzeBySampleCt(float samples[_SampleCt], float samplesWindowed[_SampleCt], float samplesPerPeriodD){
 	// Use method by Kobayashi and Shimamura (2001): Combine AKF and AMDF to a new f(z)=AKF(z)/(AMDF(z)+k) with k=1
 
 	float akf = _AKFBySampleCt(samplesWindowed, samplesPerPeriodD);
@@ -263,11 +297,11 @@ float PtAKF::_AnalyzeBySampleCt(float* restrict samples, float* restrict samples
 	//{toneIndex}: {accumDistAKF} ; {accumDistAMDF}; {result}
 }
 
-float PtAKF::_AKFByTone(float* restrict samples, int toneIndex){
+float PtAKF::_AKFByTone(float samples[_SampleCt], int toneIndex){
 	return _AKFBySampleCt(samples, _SamplesPerPeriodPerTone[toneIndex]);
 }
 
-float PtAKF::_AKFBySampleCt(float* restrict samples, float samplesPerPeriodD){
+float PtAKF::_AKFBySampleCt(float samples[_SampleCt], float samplesPerPeriodD){
 	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
 	float fHigh = samplesPerPeriodD - samplesPerPeriod;
 	float fLow = 1.0f - fHigh;
@@ -288,11 +322,11 @@ float PtAKF::_AKFBySampleCt(float* restrict samples, float samplesPerPeriodD){
 	return accumDist / _SampleCt;
 }
 
-float PtAKF::_AMDFByTone(float* restrict samples, int toneIndex){
+float PtAKF::_AMDFByTone(float samples[_SampleCt], int toneIndex){
 	return _AKFBySampleCt(samples, _SamplesPerPeriodPerTone[toneIndex]);
 }
 
-float PtAKF::_AMDFBySampleCt(float* restrict samples, float samplesPerPeriodD){
+float PtAKF::_AMDFBySampleCt(float samples[_SampleCt], float samplesPerPeriodD){
 	int samplesPerPeriod = static_cast<int>(samplesPerPeriodD);
 	float fHigh = samplesPerPeriodD - samplesPerPeriod;
 	float fLow = 1.0f - fHigh;
diff --git a/PitchTracker/ptAKF.h b/PitchTracker/ptAKF.h
index 58c04433..b5d9a2b6 100644
--- a/PitchTracker/ptAKF.h
+++ b/PitchTracker/ptAKF.h
@@ -32,7 +32,7 @@ public:
 	int GetNote(float* restrict maxVolume, float* restrict weights);
 	void SetVolumeThreshold(float threshold);
 	float GetVolumeThreshold(){return _VolTreshold;}
-	static int GetNumHalfTones(){ return _MaxHalfTone - _MinHalfTone + 1;}
+	static int GetNumHalfTones(){ return _MaxHalfTone + 1;}
 
 private:
 	static int _InitCount;
@@ -42,25 +42,29 @@ private:
 	// (cannot use halves as it would be ambiguous)
 	static float* restrict _SamplesPerPeriodPerToneFine;
 	static float* restrict _Window;
-	static constexpr int _MinHalfTone = 0;  //C2
+	//static constexpr int _MinHalfTone = 0;  //C2
 	static constexpr int _MaxHalfTone = 56;//47; //B5
 	static constexpr int _HalfTonesAdd = 4; //Additonal half tones to analyze to remove the peak at lag 0
 	static constexpr int _MaxPeaks = 10;
+	static constexpr int _SmoothCt = 3; //Number of samples used for smoothing the result
 
 	constexpr static size_t _SampleCt = 2048;
 	RingBuffer<_SampleCt * 2> _AnalysisBuf;
 	unsigned _Step;
 	float _VolTreshold;
 	float _LastMaxVol;
+	int _LastTones[_SmoothCt];
+	int _LastToneIndex;
 
-	int _GetNote(float* restrict samples, float* restrict maxVolume, float* restrict weights);
+	int _GetNote(float samples[_SampleCt], float* restrict maxVolume, float weights[_MaxHalfTone+1]);
+	int _GetSmoothTone();
 
-	static float _AnalyzeBySampleCt(float* restrict samples, float* restrict samplesWindowed, float samplesPerPeriodD);
-	static inline float _AnalyzeByTone(float* restrict samples, float* restrict samplesWindowed, int toneIndex);
-	static float _AKFBySampleCt(float* restrict samples, float samplesPerPeriodD);
-	static inline float _AKFByTone(float* restrict samples, int toneIndex);
-	static float _AMDFBySampleCt(float* restrict samples, float samplesPerPeriodD);
-	static inline float _AMDFByTone(float* restrict samples, int toneIndex);
+	static float _AnalyzeBySampleCt(float samples[_SampleCt], float samplesWindowed[_SampleCt], float samplesPerPeriodD);
+	static inline float _AnalyzeByTone(float samples[_SampleCt], float samplesWindowed[_SampleCt], int toneIndex);
+	static float _AKFBySampleCt(float samples[_SampleCt], float samplesPerPeriodD);
+	static inline float _AKFByTone(float samples[_SampleCt], int toneIndex);
+	static float _AMDFBySampleCt(float samples[_SampleCt], float samplesPerPeriodD);
+	static inline float _AMDFByTone(float samples[_SampleCt], int toneIndex);
 	static inline void InitPeaks(SPeak peaks[_MaxPeaks]);
 	static inline void AddPeak(SPeak peaks[_MaxPeaks], float curWeight, int toneIndex);
 };
\ No newline at end of file
diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs
index 0dbbc501..842fdb22 100644
--- a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPtAKF.cs
@@ -34,7 +34,7 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
 
         private IntPtr _Instance;
 
-        public CPtAKF(uint step = 200)
+        public CPtAKF(uint step = 400)
         {
             _Instance = PtAKF_Create(step);
         }

From f481d283d6541176af68a2153b6cf28d6e4d20d9 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Fri, 25 Apr 2014 16:12:12 +0200
Subject: [PATCH 12/14] Improve test cases

---
 PitchTracker/TestSounds.rar                   | Bin 840954 -> 840957 bytes
 .../Record/PitchTracker/CPitchTrackerTest.cs  |  23 +++++++++++++-----
 2 files changed, 17 insertions(+), 6 deletions(-)

diff --git a/PitchTracker/TestSounds.rar b/PitchTracker/TestSounds.rar
index 7dd70d57103cc09683f6ca47483abd7539590d5e..3e956da1c6095c9fc0ef4c508bb94293a22fe292 100644
GIT binary patch
delta 406
zcmeyh()jO6;|U^0Cb=aCCKxf)F)}c4F)=VOY4<-)no>E_Mb?;?L4kpRq1ZVmv9vfW
zKUuG&qJ-gtAD`w#x43#{cCY$|LRVI9(=hM0HT_fn{!vYE{>CH~%c}2m(0jq@hDOdU
zD!W*JSbbQNp>^Wtvt`CoTwFr2JTWpRht~WPEm0Act*>inkU5m&=r~j9!t-acCJudN
zCtZ_RBO~kTTIIcRd=}3$blCjm!m+F+%FKWE967Y+^n-}d8Ehg9;ifa{#e^ds_)JU@
za9)>fu;#Ymg$<&U)e08PbM(G&{!A?|BggRssj5_eGllqPrcGiZC&jkT3_hcv;GVa^
z(QMJyy?@(HR&lob@}FIj@LH#Gt&fe^hu>mMIr}A*4jH9g>|oZ|+-|n=*1B7F8|&(4
z+~7RAkiGfM(q9ZG#pXHlAN!mnB%oAh(J&|WN1f#iM`!-yKEHXnET24D*tmFN>W8#S
w6T_&a{~wwUGPWON1Yss1W(HywAZ7((HXvpPVh$kY1Y#~A=H7mgk;n2f0QHHdGynhq

delta 403
zcmeyn()ia(;|U^06ZV%Jm|(<E&B(yO%*4RJv^a64SW$A1i>xs(g8~BsL$PyCVrg+$
zezIOkMG3<O=~W^V-Qwz5xxMPw>{!&c=4=4#{{08f78reDG1<ix*V;7QaXKTDaE50I
z_lMGl5f?%yem?7yW+Eb@vP)uzMP_T{AFUT2YF7XLGBQ}U+-Pbxa$R`-j8#UX%-cy_
zN4Pd^`tz5|Zpw|B?lwt{=`R=dT=j5c|5@4D8ae&IhSdf<8Vu{Q4Rq8t)*qOubV8v$
z=2~Lpw&aBg+G;)zU2U4CFPuN)mlTs=-vN^^r{?82>_3yuqN6!UH`{3W3<rn4y9rIX
zuG!VU`7%R<`DV$__BePg;&arD3f+g_bXacI8M(HkoLwxy7MRYL8@x4k>u#n${|z??
zcRTU3-}L^%I7!#0O}_Wp5fz0$g^cnRyFdIXHfU;-@0<BeN~HMYQD<g%rPB}2e9B1L
ua`gX$<|B;lM;Jkv35c12m<5PgftU@5*@2h?h&h3n3y8V5A7SLNybJ(xZmZq^

diff --git a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
index dc08cec7..7ba4966b 100644
--- a/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
+++ b/Vocaluxe/Lib/Sound/Record/PitchTracker/CPitchTrackerTest.cs
@@ -57,6 +57,9 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
             CBase.Log.LogDebug(msg);
             _TestCount += _CurTestCount;
             _CurTestCount = 0;
+            //Do a reset first as we actually have an impossible situation (drop by multiple octaves)
+            byte[] data = new byte[4096 * 2];
+            _Process(data);
         }
         #endregion
 
@@ -94,7 +97,7 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
                 msg += " Errors=" + (_TestCount - _PassedCount[i]);
                 msg += " Passed=" + _PassedCount[i];
                 msg += " Total=" + _TestCount;
-                msg += " Speed=" + _SamplesPerSec[i] + "samples/s (=" + (_SamplesPerSec[i] / 44100) + "rec.s/s)";
+                msg += " Speed=" + _SamplesPerSec[i] / 1000 + "kSamples/s (=" + (_SamplesPerSec[i] / 44100) + "rec.s/s)";
                 CBase.Log.LogDebug(msg);
             }
         }
@@ -157,10 +160,14 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
             bool[] valids = new bool[_Analyzers.Count];
             for (int distort = 0; distort < 10; distort++)
             {
+                //Do a reset first as we actually have an impossible situation (drop by multiple octaves)
+                byte[] data = new byte[sampleCt * 2];
+                _Process(data);
                 for (int tone = toneFrom; tone <= toneTo; tone++)
                 {
-                    byte[] data;
                     _GetSineWave(_BaseToneFreq * Math.Pow(_HalftoneBase, tone), 44100, sampleCt, ref angle, out data);
+                    if (tone == 46 && distort == 4)
+                        data = new byte[data.Length];
                     _Distort(data, tone, distort);
 
                     for (int i = 0; i < sampleCt / batchCt; i++)
@@ -181,10 +188,14 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
                         }
                         if (ok)
                             continue;
-                        string msg = "Note " + _ToneToNote(tone) + " detected as ";
+                        string msg = "Note " + _ToneToNote(tone) + "(" + distort + ") at buffer " + (i + 1) + "/" + (sampleCt / batchCt) + " detected as ";
                         for (int j = 0; j < valids.Length; j++)
                             msg += _ToneToNote(_Tones[j]) + (valids[j] ? "" : "(!)") + "; ";
                         CBase.Log.LogDebug(msg);
+                        /*CWavFile w = new CWavFile();
+                        w.Create(tone + "-" + distort + ".wav", 1, 44100, 16);
+                        w.Write16BitSamples(data);
+                        w.Close();*/
                     }
                 }
             }
@@ -314,14 +325,14 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
 
         private static bool _IsNoteValid(int note, int time, IList<STimedNote> tones)
         {
-            const int lastNoteMaxTimeDiff = 1024 * 1000 / 44100; // old note is valid for 1024 more samples
+            const int lastNoteMaxTimeDiff = 1536 * 1000 / 44100; // old note is valid for 1536 more samples
             for (int i = 0; i < tones.Count; i++)
             {
                 if (tones[i].Time > time)
                     break;
                 if (i + 1 == tones.Count || time <= tones[i + 1].Time + lastNoteMaxTimeDiff)
                 {
-                    if (tones[i].Note == note)
+                    if (tones[i].Note == note || tones[i].Note < 0)
                         return true;
                 }
             }
@@ -371,7 +382,7 @@ namespace Vocaluxe.Lib.Sound.Record.PitchTracker
                     if (error)
                     {
                         string msg = "Note " + _ToneToNote(curNote) + " at " + time + "ms detected as ";
-                        for (int i = 0; i < 4; i++)
+                        for (int i = 0; i < _Tones.Length; i++)
                             msg += _ToneToNote(_Tones[i]) + (valids[i] ? "" : "(!)") + "; ";
                         CBase.Log.LogDebug(msg);
                     }

From 05c8bfea6c0530dae8b19440f1b10faed308d111 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Fri, 25 Apr 2014 16:12:56 +0200
Subject: [PATCH 13/14] Remove pitch test

---
 Vocaluxe/Lib/Sound/Record/CBuffer.cs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Vocaluxe/Lib/Sound/Record/CBuffer.cs b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
index 43950e7d..65bf720f 100644
--- a/Vocaluxe/Lib/Sound/Record/CBuffer.cs
+++ b/Vocaluxe/Lib/Sound/Record/CBuffer.cs
@@ -15,7 +15,7 @@
 // along with Vocaluxe. If not, see <http://www.gnu.org/licenses/>.
 #endregion
 
-#define TEST_PITCH
+//#define TEST_PITCH
 
 using System;
 using Vocaluxe.Lib.Sound.Record.PitchTracker;

From f2711c53cc277ab9a64465cec69284e4fede42b0 Mon Sep 17 00:00:00 2001
From: Flamefire <alex@grundis.de>
Date: Fri, 25 Apr 2014 16:17:55 +0200
Subject: [PATCH 14/14] Use OpenMP for calculations

---
 PitchTracker/PitchTracker.vcxproj |  2 ++
 PitchTracker/ptAKF.cpp            | 10 ++++++----
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/PitchTracker/PitchTracker.vcxproj b/PitchTracker/PitchTracker.vcxproj
index ebb42e38..1b729255 100644
--- a/PitchTracker/PitchTracker.vcxproj
+++ b/PitchTracker/PitchTracker.vcxproj
@@ -135,6 +135,7 @@
       <FavorSizeOrSpeed>Speed</FavorSizeOrSpeed>
       <FloatingPointModel>Fast</FloatingPointModel>
       <OmitFramePointers>false</OmitFramePointers>
+      <OpenMPSupport>true</OpenMPSupport>
     </ClCompile>
     <Link>
       <SubSystem>Windows</SubSystem>
@@ -157,6 +158,7 @@
       <SDLCheck>true</SDLCheck>
       <FavorSizeOrSpeed>Speed</FavorSizeOrSpeed>
       <FloatingPointModel>Fast</FloatingPointModel>
+      <OpenMPSupport>true</OpenMPSupport>
     </ClCompile>
     <Link>
       <SubSystem>Windows</SubSystem>
diff --git a/PitchTracker/ptAKF.cpp b/PitchTracker/ptAKF.cpp
index cb83edae..335bcde6 100644
--- a/PitchTracker/ptAKF.cpp
+++ b/PitchTracker/ptAKF.cpp
@@ -163,16 +163,18 @@ int PtAKF::_GetNote(float samples[_SampleCt], float* restrict maxVolume, float w
 	float lastWeight = 1.f;
 	float maxWeight = 0.f;
 
+	#pragma omp parallel for schedule(static)
 	for (int toneIndex = 0; toneIndex <= _MaxHalfTone; toneIndex++){
 		float curWeight = _AnalyzeByTone(samples, samplesWindowed, toneIndex);
 
+		weights[toneIndex] = curWeight;
+	}
+
+	for (int toneIndex = 0; toneIndex <= _MaxHalfTone; toneIndex++){
+		float curWeight = weights[toneIndex];
 		if(curWeight > maxWeight){
 			maxWeight = curWeight;
 		}
-
-		weights[toneIndex] = curWeight;
-
-		//Filter:
 		if(lastWeight > curWeight || (lastWeight > 0.f && curWeight <= 0.f))
 			lastValidTone = toneIndex - 1;
 		lastWeight = curWeight;