public static void main(String[] args) throws UnsupportedAudioFileException, IOException {
// File input
AudioInputStream inputAudio = AudioSystem.getAudioInputStream(new File(args[0]));
int samplingRate = (int) inputAudio.getFormat().getSampleRate();
AudioDoubleDataSource signal = new AudioDoubleDataSource(inputAudio);
double[] x = signal.getAllData();
double maxOrig = MathUtils.getAbsMax(x);
SinusoidalAnalyzer sa = null;
SinusoidalTracks st = null;
PitchSynchronousSinusoidalAnalyzer pa = null;
//
// Analysis
float deltaInHz = SinusoidalAnalysisParams.DEFAULT_DELTA_IN_HZ;
float numPeriods = PitchSynchronousSinusoidalAnalyzer.DEFAULT_ANALYSIS_PERIODS;
boolean isSilentSynthesis = false;
int windowType = Window.HANNING;
boolean bRefinePeakEstimatesParabola = false;
boolean bRefinePeakEstimatesBias = false;
boolean bSpectralReassignment = false;
boolean bAdjustNeighFreqDependent = false;
// int spectralEnvelopeType = SinusoidalAnalysisParams.LP_SPEC;
int spectralEnvelopeType = SinusoidalAnalysisParams.SEEVOC_SPEC;
float[] initialPeakLocationsInHz = null;
initialPeakLocationsInHz = new float[1];
for (int i = 0; i < 1; i++) initialPeakLocationsInHz[i] = (i + 1) * 350.0f;
boolean isFixedRateAnalysis = false;
boolean isRealSpeech = true;
double startFreqInHz = 0.0;
double endFreqInHz = 0.5 * samplingRate;
SinusoidalAnalysisParams params =
new SinusoidalAnalysisParams(
samplingRate,
startFreqInHz,
endFreqInHz,
windowType,
bRefinePeakEstimatesParabola,
bRefinePeakEstimatesBias,
bSpectralReassignment,
bAdjustNeighFreqDependent);
if (isFixedRateAnalysis) {
// Fixed window size and skip rate analysis
double[] f0s = null;
float ws_f0 = -1.0f;
float ss_f0 = -1.0f;
sa = new SinusoidalAnalyzer(params);
if (spectralEnvelopeType == SinusoidalAnalysisParams.SEEVOC_SPEC) // Pitch info needed
{
String strPitchFile = args[0].substring(0, args[0].length() - 4) + ".ptc";
PitchReaderWriter f0 = new PitchReaderWriter(strPitchFile);
f0s = f0.contour;
ws_f0 = (float) f0.header.windowSizeInSeconds;
ss_f0 = (float) f0.header.skipSizeInSeconds;
}
st =
sa.analyzeFixedRate(
x, 0.020f, 0.010f, deltaInHz, spectralEnvelopeType, f0s, ws_f0, ss_f0);
//
} else {
// Pitch synchronous analysis
String strPitchFile = args[0].substring(0, args[0].length() - 4) + ".ptc";
PitchReaderWriter f0 = new PitchReaderWriter(strPitchFile);
int pitchMarkOffset = 0;
PitchMarks pm =
SignalProcUtils.pitchContour2pitchMarks(
f0.contour,
samplingRate,
x.length,
f0.header.windowSizeInSeconds,
f0.header.skipSizeInSeconds,
true,
pitchMarkOffset);
pa = new PitchSynchronousSinusoidalAnalyzer(params);
st =
pa.analyzePitchSynchronous(
x, pm, numPeriods, -1.0f, deltaInHz, spectralEnvelopeType, initialPeakLocationsInHz);
isSilentSynthesis = false;
}
//
// Resynthesis
PeakMatchedSinusoidalSynthesizer ss = new PeakMatchedSinusoidalSynthesizer(samplingRate);
x = ss.synthesize(st, isSilentSynthesis);
//
// File output
DDSAudioInputStream outputAudio =
new DDSAudioInputStream(new BufferedDoubleDataSource(x), inputAudio.getFormat());
String outFileName =
args[0].substring(0, args[0].length() - 4) + "_sinResynthFullbandPitchSynch.wav";
AudioSystem.write(outputAudio, AudioFileFormat.Type.WAVE, new File(outFileName));
//
}
