public void TestSpectrogram()
{
// harmor_LQ.bmp = 1645 (width) x 255 (height) 32 bit
// harmor_HQ.bmp = 1645 (width) x 511 (height) 32 bit
// test variables
var audioSystem = BassProxy.Instance;
// 0. Get Audio Data
float[] audioSamples = BassProxy.ReadMonoFromFile(WAVE_INPUT_FILEPATH, SAMPLING_RATE);
/*
* // generate spectrogram
* Bitmap spectroBW = AudioAnalyzer.GetSpectrogramImage(audioSamples, -1, 591, SAMPLING_RATE, WINDOW_SIZE, OVERLAP, ColorUtils.ColorPaletteType.BLACK_AND_WHITE, true);
* spectroBW.Save(@"spectrogram-log-blackwhite.png");
*
* Bitmap spectro = AudioAnalyzer.GetSpectrogramImage(audioSamples, -1, 591, SAMPLING_RATE, WINDOW_SIZE, OVERLAP, ColorUtils.ColorPaletteType.PHOTOSOUNDER, true);
* spectro.Save(@"spectrogram-log-photosounder.png");
*
* Bitmap spectro2 = AudioAnalyzer.GetSpectrogramImage(audioSamples, -1, 591, SAMPLING_RATE, WINDOW_SIZE, OVERLAP, ColorUtils.ColorPaletteType.REW, true);
* spectro2.Save(@"spectrogram-log-rew.png");
*
* Bitmap spectro3 = AudioAnalyzer.GetSpectrogramImage(audioSamples, -1, 591, SAMPLING_RATE, WINDOW_SIZE, OVERLAP, ColorUtils.ColorPaletteType.SOX, true);
* spectro3.Save(@"spectrogram-log-sox.png");
*
* Bitmap spectro4 = AudioAnalyzer.GetSpectrogramImage(audioSamples, -1, 591, SAMPLING_RATE, WINDOW_SIZE, OVERLAP, ColorUtils.ColorPaletteType.MATLAB, true);
* spectro4.Save(@"spectrogram-log-matlab.png");
*/
//double minFrequency = 27.5;
//double maxFrequency = SAMPLING_RATE / 2;
//int logBins = 512;
//var logFrequenciesIndex = new int[1];
//var logFrequencies = new float[1];
// find the time
int wanted_width = 1645;
//int width = (audioSamples.Length - WINDOW_SIZE)/ OVERLAP;
int OVERLAP = (int)((double)(audioSamples.Length - WINDOW_SIZE) / (double)wanted_width);
// int OVERLAP = WINDOW_SIZE/2;
int numberOfSamples = audioSamples.Length;
double seconds = numberOfSamples / SAMPLING_RATE;
float[][] spectrogram = AudioAnalyzer.CreateSpectrogramLomont(audioSamples, WINDOW_SIZE, OVERLAP);
int width = spectrogram.Length + 2 * 60;
int height = spectrogram[0].Length + 2 * 40;
Bitmap bmp1 = AudioAnalyzer.GetSpectrogramImage(spectrogram, width, height, seconds * 1000, SAMPLING_RATE, ColorUtils.ColorPaletteType.BLACK_AND_WHITE, false, null, null);
bmp1.Save(@"spectrogram-blackwhite.png");
Bitmap bmp2 = AudioAnalyzer.GetSpectrogramImage(audioSamples, width, height, SAMPLING_RATE, WINDOW_SIZE, OVERLAP, ColorUtils.ColorPaletteType.BLACK_AND_WHITE, true);
bmp2.Save(@"spectrogram-blackwhite-2.png");
}
public static void Main(string[] args)
{
/*
* int nFFT = 1024;
* int samplerate = 44100;
* int length = samplerate * 10; // 10 sec
*
* double freq1, freq2;
* int i1, i2;
* for (int i = 0; i < nFFT + 1; i++) {
* freq1 = MathUtils.Index2Freq(i, samplerate, nFFT);
* freq2 = MathUtils.IndexToFreq(i, samplerate, nFFT);
* i1 = MathUtils.Freq2Index(freq1, samplerate, nFFT);
* i2 = MathUtils.FreqToIndex((float)freq2, samplerate, nFFT);
* }
*/
/*
* List<Color> rew_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.REW);
* ColorUtils.SaveColorGradients("rew-hsb-gradients.png", rew_hsb_gradients, 40);
* List<Color> rew_hsl_gradients = ColorUtils.GetHSLColorGradients(256, ColorUtils.ColorPaletteType.REW);
* ColorUtils.SaveColorGradients("rew-hsl-gradients.png", rew_hsl_gradients, 40);
*
* List<Color> sox_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.SOX);
* ColorUtils.SaveColorGradients("sox-hsb-gradients.png", sox_hsb_gradients, 40);
* List<Color> sox_hsl_gradients = ColorUtils.GetHSLColorGradients(256, ColorUtils.ColorPaletteType.SOX);
* ColorUtils.SaveColorGradients("sox-hsl-gradients.png", sox_hsl_gradients, 40);
*
* List<Color> photosounder_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.PHOTOSOUNDER);
* ColorUtils.SaveColorGradients("photosounder_hsb_gradients.png", photosounder_hsb_gradients, 40);
* List<Color> photosounder_hsl_gradients = ColorUtils.GetHSLColorGradients(256, ColorUtils.ColorPaletteType.PHOTOSOUNDER);
* ColorUtils.SaveColorGradients("photosounder_hsl_gradients.png", photosounder_hsl_gradients, 40);
* List<Color> photosounder_rgb_gradients = ColorUtils.GetRGBColorGradients(255, ColorUtils.ColorPaletteType.PHOTOSOUNDER);
* ColorUtils.SaveColorGradients("photosounder_rgb_gradients.png", photosounder_rgb_gradients, 40);
*
* List<Color> grey_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.BLACK_AND_WHITE);
* ColorUtils.SaveColorGradients("grey-hsb-gradients.png", grey_hsb_gradients, 40);
*
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\OneDrive\Temp\sox_colorbar.png", "sox_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\OneDrive\Temp\soundforge_colorbar.png", "soundforge_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\OneDrive\Temp\rew_colorbar.png", "rew_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\OneDrive\Temp\sox_colorbar.png", "sox_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\OneDrive\Temp\thermal_colorbar.png", "thermal_colorbar.csv");
*/
Console.WriteLine("Analyzer starting ...");
int sampleRate = 44100; // 44100, default 5512
int fftWindowsSize = 16384; //32768 16384 8192 4096 2048, default 256*8 (2048) to 256*128 (32768), reccomended: 256*64 = 16384
int fftOverlap = fftWindowsSize / 2; // 32768:990, 16384:990, 8192:990, 4096:990
float fftOverlapPercentage = 94.0f; // 99.0f number between 0 and 100
string fileName = @"C:\Users\perivar.nerseth\Documents\My Projects\AudioVSTToolbox\ARSSCSharp\Ariana Grande 32bit.wav";
var bass = BassProxy.Instance;
float[] wavDataBass = BassProxy.ReadMonoFromFile(fileName, sampleRate);
//MathUtils.NormalizeInPlace(wavDataBass);
//Export.ExportCSV(@"c:\BassAudio.csv", wavDataBass);
// VB6
//var vb6Spect = new VB6Spectrogram();
//vb6Spect.ComputeColorPalette();
//float[][] vb6Spectrogram = vb6Spect.Compute(wavDataBass, sampleRate, fftWindowsSize, fftOverlapPercentage);
//Export.ExportCSV (@"VB6_spectrogram-full.csv", vb6Spectrogram);
// Exocortex.DSP FFT
/*
* int numberOfSamples = wavDataNaudio.Length;
* fftOverlapPercentage = fftOverlapPercentage / 100;
* long ColSampleWidth = (long)(fftWindowsSize * (1 - fftOverlapPercentage));
* double fftOverlapSamples = fftWindowsSize * fftOverlapPercentage;
* long NumCols = numberOfSamples / ColSampleWidth;
*
* int fftOverlap = (int)((numberOfSamples - fftWindowsSize) / NumCols);
* int numberOfSegments = (numberOfSamples - fftWindowsSize)/fftOverlap;
*/
//System.Console.Out.WriteLine(String.Format("EXO: fftWindowsSize: {0}, Overlap samples: {1:n2}.", fftWindowsSize, fftOverlap ));
//VIPSLib.Audio.WAVFile wavefile = new VIPSLib.Audio.WAVFile();
//wavefile.ReadFromFileToDouble(fileName.Substring(0, fileName.LastIndexOf(".")) + ".wav");
//RiffRead riff = new RiffRead(fileName.Substring(0, fileName.LastIndexOf(".")) + ".wav");
//riff.Process();
/*
* VIPSLib.Audio.MFCC mfcclib = new VIPSLib.Audio.MFCC((float)sampleRate);
* double[][] data = riff.SoundData;
* double min;
* double max;
* MathUtils.ComputeMinAndMax(data, out min, out max);
* double[][] mfcc = mfcclib.Process(MathUtils.FloatToDouble(wavDataVB6));
*
* float fmin;
* float fmax;
* MathUtils.ComputeMinAndMax(wavDataVB6, out fmin, out fmax);
*/
//double[][] mfcc = mfcclib.Process(riff.SoundData[0]);
//float[][] mfccFloats = MathUtils.DoubleToFloat(mfcc);
// GENERATE SPECTROGRAM
Bitmap spectro = AudioAnalyzer.GetSpectrogramImage(wavDataBass, 1200, 600, sampleRate, fftWindowsSize, fftOverlap, ColorUtils.ColorPaletteType.PHOTOSOUNDER, true);
spectro.Save(@"spectrogram-log-photosounder.png");
Bitmap spectro2 = AudioAnalyzer.GetSpectrogramImage(wavDataBass, 1200, 600, sampleRate, fftWindowsSize, fftOverlap, ColorUtils.ColorPaletteType.REW, true);
spectro2.Save(@"spectrogram-log-rew.png");
Bitmap spectro3 = AudioAnalyzer.GetSpectrogramImage(wavDataBass, 1200, 600, sampleRate, fftWindowsSize, fftOverlap, ColorUtils.ColorPaletteType.SOX, true);
spectro3.Save(@"spectrogram-log-sox.png");
//float[][] data = AudioAnalyzer.CreateSpectrogramLomont(wavDataBass, fftWindowsSize, fftOverlap);
//Bitmap image = AudioAnalyzer.GetSpectrogramImage(data, 1200, 600);
//image.Save(@"spectrogram.jpg", ImageFormat.Jpeg);
//float[][] logSpectrogram = manager.CreateLogSpectrogram(repositoryGateway._proxy, fileName, secondsToSample*1000, 0);
//Bitmap logspectro = AudioAnalyzer.GetSpectrogramImage(logSpectrogram, 1200, 600, secondsToSample*1000, sampleRate, ColorUtils.ColorPaletteType.REW);
//logspectro.Save(@"c:\spectrogram-log.png");
//Bitmap waveform = AudioAnalyzer.DrawWaveform(wavDataVB6, new Size (1200, 600), 0, 1, 0, sampleRate);
//waveform.Save(@"c:\waveform.png");
//Bitmap waveform = AudioAnalyzer.DrawWaveform(wavDataNaudio, 1200, 600);
//waveform.Save(@"c:\waveform.png");
Console.Write("Press any key to continue . . . ");
Console.ReadKey(true);
}
public static void Main(string[] args)
{
/*
* int nFFT = 1024;
* int samplerate = 44100;
* int length = samplerate * 10; // 10 sec
*
* double freq1, freq2;
* int i1, i2;
* for (int i = 0; i < nFFT + 1; i++) {
* freq1 = MathUtils.Index2Freq(i, samplerate, nFFT);
* freq2 = MathUtils.IndexToFreq(i, samplerate, nFFT);
* i1 = MathUtils.Freq2Index(freq1, samplerate, nFFT);
* i2 = MathUtils.FreqToIndex((float)freq2, samplerate, nFFT);
* }
*/
// http://www.music.mcgill.ca/~gary/307/week5/additive.html
//SaveColorPaletteBar("c:\\rew-colorbar-generated.png", "c:\\rew-colorbar-generated.csv", ColorPaletteType.REWColorPalette);
/*
* List<Color> rew_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.REW);
* ColorUtils.SaveColorGradients("c:\\rew-hsb-gradients.png", rew_hsb_gradients, 40);
* List<Color> rew_hsl_gradients = ColorUtils.GetHSLColorGradients(256, ColorUtils.ColorPaletteType.REW);
* ColorUtils.SaveColorGradients("c:\\rew-hsl-gradients.png", rew_hsl_gradients, 40);
*
* List<Color> sox_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.SOX);
* ColorUtils.SaveColorGradients("c:\\sox-hsb-gradients.png", sox_hsb_gradients, 40);
* List<Color> sox_hsl_gradients = ColorUtils.GetHSLColorGradients(256, ColorUtils.ColorPaletteType.SOX);
* ColorUtils.SaveColorGradients("c:\\sox-hsl-gradients.png", sox_hsl_gradients, 40);
*
* List<Color> photosounder_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.PHOTOSOUNDER);
* ColorUtils.SaveColorGradients("c:\\photosounder_hsb_gradients.png", photosounder_hsb_gradients, 40);
* List<Color> photosounder_hsl_gradients = ColorUtils.GetHSLColorGradients(256, ColorUtils.ColorPaletteType.PHOTOSOUNDER);
* ColorUtils.SaveColorGradients("c:\\photosounder_hsl_gradients.png", photosounder_hsl_gradients, 40);
* List<Color> photosounder_rgb_gradients = ColorUtils.GetRGBColorGradients(255, ColorUtils.ColorPaletteType.PHOTOSOUNDER);
* ColorUtils.SaveColorGradients("c:\\photosounder_rgb_gradients.png", photosounder_rgb_gradients, 40);
*
* List<Color> grey_hsb_gradients = ColorUtils.GetHSBColorGradients(256, ColorUtils.ColorPaletteType.BLACK_AND_WHITE);
* ColorUtils.SaveColorGradients("c:\\grey-hsb-gradients.png", grey_hsb_gradients, 40);
*/
/*
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\SkyDrive\Temp\sox_colorbar.png", "c:\\sox_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\SkyDrive\Temp\soundforge_colorbar.png", "c:\\soundforge_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\SkyDrive\Temp\rew_colorbar.png", "c:\\rew_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\SkyDrive\Temp\sox_colorbar.png", "c:\\sox_colorbar.csv");
* ReadColorPaletteBar(@"C:\Users\perivar.nerseth\SkyDrive\Temp\thermal_colorbar.png", "c:\\thermal_colorbar.csv");
* ReadColorPaletteBar(@"C:\rew-gradients.png", "c:\\rew-gradients.csv");
*/
//String fileName = @"C:\Users\perivar.nerseth\Music\Sleep Away.mp3";
//String fileName = @"C:\Users\perivar.nerseth\Music\Sleep Away32f.wav";
String fileName = @"C:\Users\perivar.nerseth\Music\Sleep Away16.wav";
//String fileName = @"C:\Users\perivar.nerseth\Music\Maid with the Flaxen Hair.mp3";
//String fileName = @"G:\Cubase and Nuendo Projects\Music To Copy Learn\Britney Spears - Hold It Against Me\02 Hold It Against Me (Instrumental) 1.mp3";
Console.WriteLine("Analyzer starting ...");
RepositoryGateway repositoryGateway = new RepositoryGateway();
FingerprintManager manager = new FingerprintManager();
// VB6 FFT
double sampleRate = 44100; // 44100, default 5512
int fftWindowsSize = 16384; //32768 16384 8192 4096 2048, default 256*8 (2048) to 256*128 (32768), reccomended: 256*64 = 16384
int secondsToSample = 25; //25, 15;
int fftOverlap = (int)(sampleRate * secondsToSample / 1280); // 32768:990, 16384:990, 8192:990, 4096:990
//float fftOverlapPercentage = 94.0f; // 99.0f number between 0 and 100
//float[] wavDataVB6 = repositoryGateway._proxy.ReadMonoFromFile(fileName, (int) sampleRate, secondsToSample*1000, 20*1000 );
//float[] wavDataVB6 = repositoryGateway._proxy.ReadMonoFromFile(fileName, (int) sampleRate, secondsToSample*1000, 0);
//MathUtils.NormalizeInPlace(wavDataVB6);
//Export.exportCSV(@"c:\bass.csv", wavDataVB6);
float[] wavDataNaudio = AudioUtilsNAudio.ReadMonoFromFile(fileName, (int)sampleRate, secondsToSample * 1000, 0);
//float[] wavDataNaudio = AudioUtilsNAudio.ReadMonoFromFile(fileName, (int) sampleRate, 0, 0);
/*
* float[] wavDataNaudio = new float[(int) (sampleRate*secondsToSample)];
* BasicOscillatorProvider basic = new BasicOscillatorProvider();
*
* int length = (int)(sampleRate*3);
* int offset = 0;
*
* basic.Amplitude = MathUtils.DecibelToAmplitude(-80);
* basic.SetFrequency(220);
* basic.SetOscWaveshape(BasicOscillatorProvider.WAVESHAPE.SINE);
* offset += basic.Read(wavDataNaudio, offset, length);
*
* basic.Amplitude = MathUtils.DecibelToAmplitude(-60);
* basic.SetFrequency(440);
* basic.SetOscWaveshape(BasicOscillatorProvider.WAVESHAPE.SQUARE);
* offset += basic.Read(wavDataNaudio, offset, length);
*
* basic.Amplitude = MathUtils.DecibelToAmplitude(-40);
* basic.SetFrequency(880);
* basic.SetOscWaveshape(BasicOscillatorProvider.WAVESHAPE.TRIANGLE);
* offset += basic.Read(wavDataNaudio, offset, length);
*
* basic.Amplitude = MathUtils.DecibelToAmplitude(-20);
* basic.SetFrequency(1760);
* basic.SetOscWaveshape(BasicOscillatorProvider.WAVESHAPE.SAW);
* offset += basic.Read(wavDataNaudio, offset, length);
*
* basic.Amplitude = MathUtils.DecibelToAmplitude(-10);
* basic.SetFrequency(3520);
* basic.SetOscWaveshape(BasicOscillatorProvider.WAVESHAPE.SINE);
* offset += basic.Read(wavDataNaudio, offset, length);
*
* basic.Amplitude = MathUtils.DecibelToAmplitude(0);
* basic.SetFrequency(1760);
* basic.SetOscWaveshape(BasicOscillatorProvider.WAVESHAPE.SAW);
* offset += basic.Read(wavDataNaudio, offset, length);
*
* AudioUtilsNAudio.WriteIEEE32WaveFileMono(@"c:\sines.wav", 44100, wavDataNaudio);
*/
//MathUtils.NormalizeInPlace(wavDataNaudio);
//Export.exportCSV(@"c:\naudio.csv", wavDataNaudio);
//VB6Spectrogram vb6Spect = new VB6Spectrogram();
//vb6Spect.ComputeColorPalette();
//float[][] vb6Spectrogram = vb6Spect.Compute(wavDataVB6, sampleRate, fftWindowsSize, fftOverlapPercentage);
//Export.exportCSV (@"c:\VB6Spectrogram-full.csv", vb6Spectrogram);
// Exocortex.DSP FFT
/*
* int numberOfSamples = wavDataNaudio.Length;
* fftOverlapPercentage = fftOverlapPercentage / 100;
* long ColSampleWidth = (long)(fftWindowsSize * (1 - fftOverlapPercentage));
* double fftOverlapSamples = fftWindowsSize * fftOverlapPercentage;
* long NumCols = numberOfSamples / ColSampleWidth;
*
* int fftOverlap = (int)((numberOfSamples - fftWindowsSize) / NumCols);
* int numberOfSegments = (numberOfSamples - fftWindowsSize)/fftOverlap;
*/
//System.Console.Out.WriteLine(String.Format("EXO: fftWindowsSize: {0}, Overlap samples: {1:n2}.", fftWindowsSize, fftOverlap ));
//VIPSLib.Audio.WAVFile wavefile = new VIPSLib.Audio.WAVFile();
//wavefile.ReadFromFileToDouble(fileName.Substring(0, fileName.LastIndexOf(".")) + ".wav");
//RiffRead riff = new RiffRead(fileName.Substring(0, fileName.LastIndexOf(".")) + ".wav");
//riff.Process();
/*
* VIPSLib.Audio.MFCC mfcclib = new VIPSLib.Audio.MFCC((float)sampleRate);
* double[][] data = riff.SoundData;
* double min;
* double max;
* MathUtils.ComputeMinAndMax(data, out min, out max);
* double[][] mfcc = mfcclib.Process(MathUtils.FloatToDouble(wavDataVB6));
*
* float fmin;
* float fmax;
* MathUtils.ComputeMinAndMax(wavDataVB6, out fmin, out fmax);
*/
//double[][] mfcc = mfcclib.Process(riff.SoundData[0]);
//float[][] mfccFloats = MathUtils.DoubleToFloat(mfcc);
// GENERATE SPECTROGRAM
//Bitmap spectro = AudioAnalyzer.GetSpectrogramImage(wavDataNaudio, 1200, 600, sampleRate, fftWindowsSize, fftOverlap, ColorUtils.ColorPaletteType.PHOTOSOUNDER, true);
//spectro.Save(@"c:\spectrogram-rew.png");
// The following lines replicate the BtnDrawSpectrumClick method
// from Soundfingerprinting.SoundTools.DrawningTool
fileName = @"C:\Users\perivar.nerseth\Music\Maid with the Flaxen Hair.mp3";
float[] wavDataBass = AudioUtilsBass.ReadMonoFromFile(fileName, 5512, 0, 0);
float[][] data = AudioAnalyzer.CreateSpectrogramLomont(wavDataBass, 2048, 64);
Bitmap image = AudioAnalyzer.GetSpectrogramImage(data, 1000, 800);
image.Save(@"C:\Users\perivar.nerseth\Music\Maid with the Flaxen Hair_spectrum_2.jpg", ImageFormat.Jpeg);
//float[][] logSpectrogram = manager.CreateLogSpectrogram(repositoryGateway._proxy, fileName, secondsToSample*1000, 0);
//Bitmap logspectro = AudioAnalyzer.GetSpectrogramImage(logSpectrogram, 1200, 600, secondsToSample*1000, sampleRate, ColorUtils.ColorPaletteType.REW);
//logspectro.Save(@"c:\spectrogram-log.png");
//Bitmap waveform = AudioAnalyzer.DrawWaveform(wavDataVB6, new Size (1200, 600), 0, 1, 0, sampleRate);
//waveform.Save(@"c:\waveform.png");
//Bitmap waveform = AudioAnalyzer.DrawWaveform(wavDataNaudio, 1200, 600);
//waveform.Save(@"c:\waveform.png");
Console.Write("Press any key to continue . . . ");
Console.ReadKey(true);
}
