packages/phase-vocoder/index.js
/**
* > Phase-vocoder timestretch algorithm
*
* Time stretching means altering the duration of a signal without changing its pitch
*
* [![npm install dsp-phase-vocoder](https://nodei.co/npm/dsp-phase-vocoder.png?mini=true)](https://npmjs.org/package/dsp-phase-vocoder/)
*
* A short-time Fourier transform (STFT) is performed on a windowed time-domain
* real signal to obtain a succession of overlapped spectral frames with minimal
* side-band effects (analysis stage). The time delay at which every spectral
* frame is picked up from the signal is called the hop size.
*
* The timedomain signal may be rebuilt by performing an inverse FastFourier
* transform on all frames followed by a successive accumulation of all frames
* (an operation termed overlap-add)
*
* Knowing the modulus of every bin is not enough: the phase information is
* necessary for a perfect recovery of a signal without modification.
* Furthermore the phase information allows an evaluation of ’instantaneous
* frequencies’ by the measure of phases between two frames
*
* The essential idea is to build two functions (analyze and
* synthesize) which are intended to work as a tightly coupled set. Between
* these two function calls, however, any number of manipulations can be
* performed to obtain the desired effects
*
* This is part of [dsp-kit](https://github.com/oramics/dsp-kit)
*
* ### References
*
* - https://github.com/echo66/time-stretch-wac-article/blob/master/ts-ps-wac.pdf
* - https://www.spsc.tugraz.at/sites/default/files/Bachelor%20Thesis%20Gruenwald.pdf
* - http://www.cs.princeton.edu/courses/archive/spr09/cos325/Bernardini.pdf
*
* @example
* var dsp = require('dsp-kit')
*
*
* @module phase-vocoder
*/
import analysis from './lib/analysis'
import synthesis from './lib/synthesis'
import recalcPhases from './lib/recalcPhases'
import randomPhases from './lib/randomPhases'
import { fill } from 'dsp-array'
import { bandFrequency } from 'dsp-spectrum'
import { hanning } from 'dsp-window'
import { fft } from 'dsp-fft'
export { analysis, synthesis }
// var dspjs = require('dspjs')
/**
* Implements a standard phase vocoder timestretch algorithm. It returns a
* function that process the data.
*/
export function phaseVocoder ({
algorithm = 'phase-vocoder',
size = 4096,
hop = size * 0.5,
sampleRate = 44100,
windowFn = hanning()
} = {}) {
// a lookup table of bin center frecuencies
var omega = fill(size, (x) => bandFrequency(x, size, sampleRate))
var ft = fft(size)
console.log('PHASE VOCODER', algorithm, size, hop, ft)
return function stretch (factor, signal, output, timeFreqProccessing) {
var frames = analysis(signal, { ft, size, hop, windowFn })
if (timeFreqProccessing) timeFreqProccessing(frames, { size, hop, sampleRate })
if (algorithm === 'phase-vocoder') recalcPhases(frames, { size, factor, hop }, omega)
else if (algorithm === 'paul-stretch') randomPhases(frames, size)
return synthesis(frames, { ft, size, hop, factor, sampleRate }, output)
}
}
/**
* Implements the paul stretch algorithm for extreme timestretching
*/
export function paulStretch ({ size = 512, hop = 125, sampleRate = 44100 } = {}) {
return function stretch (factor, signal) {
var frames = analysis(signal, { size, hop })
randomPhases(frames, size)
return synthesis(frames, { size, hop, factor, sampleRate })
}
}