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PhaseVocoder2.js
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function PhaseVocoder2(_fftFrameSize, _sampleRate) {
var k = i = peaksLength = phTh_idx = 0;
var twoPI = 2 * Math.PI;
var j, mag, phase, tmp, qpd, index, signal;
var prevPeak, reg, regStart, prevRegEnd, prevRegStart,
d, thRe, thIm;
var expectedPhaseAdv, auxHeterodynedPhaseIncr,
heterodynedPhaseIncr, instPhaseAdvPerSampleHop,
instPhaseAdv, prevInstPhaseAdv;
var fftSize = _fftFrameSize;
var sampleRate = _sampleRate;
var fftSizeHalf = fftSize/2 + 1;
var win = new Float32Array(fftSize);
var win2 = new Float32Array(fftSize);
for (k = 0; k < fftSize; k++) {
// win[k]= WindowFunction.Hann(fftSize, k);
win[k] = Math.pow(Math.sin(Math.PI * k / fftSize), 1);
// win[k] = 0.5 * (1 - Math.cos(twoPI * k / (fftSize - 1)));
win2[k] = win[k] * win[k];
}
var omega = new Float32Array(fftSizeHalf);
for (k = 0; k < fftSizeHalf; k++) {
omega[k] = twoPI * k / fftSize;
}
var RA = RS = 0;
var gRover = false;
// This has to go.
this.MAX_FRAME_LENGTH = 8192;
var inputFIFO = new Float32Array(this.MAX_FRAME_LENGTH);
var outputFIFO = new Float32Array(this.MAX_FRAME_LENGTH);
var prevInPhase = new Float32Array(fftSizeHalf);
var prevOutPhase = new Float32Array(fftSizeHalf);
var phasorTheta = new Float32Array(fftSizeHalf);
var outputAccum = new Array(2 * this.MAX_FRAME_LENGTH);
var owOutputAccum = new Array(2 * this.MAX_FRAME_LENGTH);
for (k = 0; k < outputAccum.length; k++) {
outputAccum[k] = 0;
owOutputAccum[k] = 0;
}
// Not two, 'cos we haven't to fill phases with 0's.
var frame = new Float32Array(fftSize);
// Real and imaginary parts of the resynthesized signal
var RE = new Float32Array(fftSize);
var IM = new Float32Array(fftSize);
var osamp = 4;
var overlapFactor = 4;
var RA = RS = fftSize / overlapFactor;
var stepSize = fftSize / this.osamp;
var freqPerBin = sampleRate / fftSize;
var expct = twoPI * RA / fftSize;
var inFifoLatency = fftSize - RA;
// FFT fields
var stdlib = { Math: Math, Float32Array: Float32Array, Float64Array: Float64Array };
var heap = new ArrayBuffer(32*fftSize);
var fft = fourier.custom["fft_f32_"+fftSize+"_asm"](stdlib, null, heap);
fft.init();
var zeros = new Float32Array(fftSize);
this.process = function (numSampsToProcess, inData, inDataOffset, outData, outDataOffset) {
if (gRover === false)
gRover = inFifoLatency;
/* main processing loop */
for (j = 0; j < numSampsToProcess; j++){
// /* As long as we have not yet collected enough data just read in */
inputFIFO[gRover] = inData[j + inDataOffset];
outData[j + outDataOffset] = outputFIFO[gRover - inFifoLatency];
// console.log(gRover - inFifoLatency)
gRover++;
// /* now we have enough data for processing */
if (gRover >= fftSize) {
gRover = inFifoLatency;
/* Do the windowing */
for (k = 0 ; k < fftSize ; k++) {
frame[k] = inputFIFO[k] * win[k];
}
/* Forward FFT */
(new Float32Array(heap)).set(frame);
fourier.custom.array2heap(zeros, new Float32Array(heap), fftSize, fftSize);
fft.transform();
fourier.custom.heap2array(new Float32Array(heap), RE, fftSizeHalf, 0);
fourier.custom.heap2array(new Float32Array(heap), IM, fftSizeHalf, fftSize);
/****************** ANALYSIS & PROCESSING & SYNTHESIS *******************/
for (i = 0; i < fftSizeHalf; i++) {
mag = 2 * Math.sqrt (RE[i] * RE[i] + IM[i] * IM[i]) * 1000;
currInPhase = Math.atan2 (IM[i], RE[i]);
expectedPhaseAdv = omega[i] * RA;
auxHeterodynedPhaseIncr = (currInPhase - prevInPhase[i]) - expectedPhaseAdv;
heterodynedPhaseIncr = auxHeterodynedPhaseIncr - twoPI * Math.round(auxHeterodynedPhaseIncr/twoPI);
instPhaseAdvPerSampleHop = omega[i] + heterodynedPhaseIncr / RA;
instPhaseAdv = instPhaseAdvPerSampleHop * RS;
if (mag[i] > (mag[i-2]|0) && mag[i] > (mag[i-1]|0) && mag[i] > (mag[i+1]|0) && mag[i] > (mag[i+2]|0)) {
regStart = Math.ceil((prevPeak + i)/2) | 0;
prevRegEnd = regStart-1;
reg = Math.max(0, prevRegEnd - prevRegStart + 1);
prevRegStart = regStart;
for (d = 0; d < reg; d++, phTh_idx++) {
phasorTheta[phTh_idx] = prevOutPhase[prevPeak] + prevInstPhaseAdv - currInPh[prevPeak];
}
prevPeak = i;
prevInstPhaseAdv = instPhaseAdv;
}
prevInPhase[i] = currInPhase;
thRe = Math.cos(phasorTheta[i]);
thIm = Math.sin(phasorTheta[i]);
RE[i] = thRe * RE[i] - thIm * IM[i];
IM[i] = thRe * IM[i] + thIm * RE[i];
prevOutPhase[i] = Math.atan2(IM[i], RE[i]);
}
/* Inverse FFT */
(new Float32Array(heap, 0, fftSize)).set(IM);
fourier.custom.array2heap(RE, new Float32Array(heap), fftSize, fftSize);
fft.transform();
frame.set(new Float32Array(heap, fftSize, fftSize));
// Do inverse windowing and add to output accumulator
for (k = 0; k < fftSize; k++) {
outputAccum[k] += win[k] * frame[k] / fftSize;
}
for (k = 0; k < RS; k++) {
outputFIFO[k] = outputAccum[k];
}
// Shift the output accumulator.
// Rough memmove implementation.
// var tempArray = outputAccum.slice (RS, RS + fftSize);
for (k = 0; k < fftSize; k++) {
// outputAccum[k] = tempArray[k];
outputAccum[k] = outputAccum[k + RS + fftSize];
}
// Shift the input FIFO
// These memory shifts have to be optimized.
for (k = 0; k < inFifoLatency; k++) {
inputFIFO[k] = inputFIFO[k + RS];
}
}
}
}
this.set_alpha = function (alpha) {
if (alpha <= 0.8)
overlapFactor = 2;
else if (alpha <= 1)
overlapFactor = 4;
else
overlapFactor = 5;
RA = Math.round(fftSize / overlapFactor);
RS = Math.round(alpha * RA);
}
this.set_pitch = function (newPitchFactor) {
}
this.get_alpha = function () {
return RS / RA;
}
this.get_pitch_factor = function() {
}
this.get_analysis_hop = function() {
return RA;
}
this.get_synthesis_hop = function() {
return RS;
}
// Initialize analysis & synthesis hops.
this.set_alpha(1);
}