2022-07-20 12:31:17 +00:00
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// @ts-ignore
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import { createRNNWasmModuleSync } from '@jitsi/rnnoise-wasm';
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import { leastCommonMultiple } from '../../base/util/math';
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import RnnoiseProcessor from '../rnnoise/RnnoiseProcessor';
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/**
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* Audio worklet which will denoise targeted audio stream using rnnoise.
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*/
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class NoiseSuppressorWorklet extends AudioWorkletProcessor {
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/**
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* RnnoiseProcessor instance.
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*/
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private _denoiseProcessor: RnnoiseProcessor;
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/**
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* Audio worklets work with a predefined sample rate of 128.
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*/
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private _procNodeSampleRate = 128;
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/**
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* PCM Sample size expected by the denoise processor.
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*/
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private _denoiseSampleSize: number;
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/**
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* Circular buffer data used for efficient memory operations.
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*/
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private _circularBufferLength: number;
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private _circularBuffer: Float32Array;
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/**
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* The circular buffer uses a couple of indexes to track data segments. Input data from the stream is
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* copied to the circular buffer as it comes in, one `procNodeSampleRate` sized sample at a time.
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* _inputBufferLength denotes the current length of all gathered raw audio segments.
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*/
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private _inputBufferLength = 0;
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/**
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* Denoising is done directly on the circular buffer using subArray views, but because
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* `procNodeSampleRate` and `_denoiseSampleSize` have different sizes, denoised samples lag behind
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* the current gathered raw audio samples so we need a different index, `_denoisedBufferLength`.
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*/
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private _denoisedBufferLength = 0;
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/**
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* Once enough data has been denoised (size of procNodeSampleRate) it's sent to the
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* output buffer, `_denoisedBufferIndx` indicates the start index on the circular buffer
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* of denoised data not yet sent.
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*/
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private _denoisedBufferIndx = 0;
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/**
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* C'tor.
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*/
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constructor() {
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super();
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/**
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* The wasm module needs to be compiled to load synchronously as the audio worklet `addModule()`
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* initialization process does not wait for the resolution of promises in the AudioWorkletGlobalScope.
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*/
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this._denoiseProcessor = new RnnoiseProcessor(createRNNWasmModuleSync());
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/**
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* PCM Sample size expected by the denoise processor.
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*/
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this._denoiseSampleSize = this._denoiseProcessor.getSampleLength();
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/**
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* In order to avoid unnecessary memory related operations a circular buffer was used.
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* Because the audio worklet input array does not match the sample size required by rnnoise two cases can occur
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* 1. There is not enough data in which case we buffer it.
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* 2. There is enough data but some residue remains after the call to `processAudioFrame`, so its buffered
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* for the next call.
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* A problem arises when the circular buffer reaches the end and a rollover is required, namely
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* the residue could potentially be split between the end of buffer and the beginning and would
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* require some complicated logic to handle. Using the lcm as the size of the buffer will
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* guarantee that by the time the buffer reaches the end the residue will be a multiple of the
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* `procNodeSampleRate` and the residue won't be split.
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*/
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this._circularBufferLength = leastCommonMultiple(this._procNodeSampleRate, this._denoiseSampleSize);
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this._circularBuffer = new Float32Array(this._circularBufferLength);
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}
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/**
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* Worklet interface process method. The inputs parameter contains PCM audio that is then sent to rnnoise.
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* Rnnoise only accepts PCM samples of 480 bytes whereas `process` handles 128 sized samples, we take this into
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* account using a circular buffer.
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*
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* @param {Float32Array[]} inputs - Array of inputs connected to the node, each of them with their associated
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* array of channels. Each channel is an array of 128 pcm samples.
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* @param {Float32Array[]} outputs - Array of outputs similar to the inputs parameter structure, expected to be
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* filled during the execution of `process`. By default each channel is zero filled.
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* @returns {boolean} - Boolean value that returns whether or not the processor should remain active. Returning
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* false will terminate it.
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*/
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process(inputs: Float32Array[][], outputs: Float32Array[][]) {
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// We expect the incoming track to be mono, if a stereo track is passed only on of its channels will get
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// denoised and sent pack.
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// TODO Technically we can denoise both channel however this might require a new rnnoise context, some more
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// investigation is required.
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const inData = inputs[0][0];
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const outData = outputs[0][0];
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// Append new raw PCM sample.
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this._circularBuffer.set(inData, this._inputBufferLength);
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this._inputBufferLength += inData.length;
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// New raw samples were just added, start denoising frames, _denoisedBufferLength gives us
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// the position at which the previous denoise iteration ended, basically it takes into account
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// residue data.
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for (; this._denoisedBufferLength + this._denoiseSampleSize <= this._inputBufferLength;
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this._denoisedBufferLength += this._denoiseSampleSize) {
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// Create view of circular buffer so it can be modified in place, removing the need for
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// extra copies.
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const denoiseFrame = this._circularBuffer.subarray(
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this._denoisedBufferLength,
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this._denoisedBufferLength + this._denoiseSampleSize
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);
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this._denoiseProcessor.processAudioFrame(denoiseFrame, true);
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}
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// Determine how much denoised audio is available, if the start index of denoised samples is smaller
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2022-08-30 14:21:58 +00:00
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// then _denoisedBufferLength that means a rollover occurred.
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2022-07-20 12:31:17 +00:00
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let unsentDenoisedDataLength;
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if (this._denoisedBufferIndx > this._denoisedBufferLength) {
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unsentDenoisedDataLength = this._circularBufferLength - this._denoisedBufferIndx;
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} else {
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unsentDenoisedDataLength = this._denoisedBufferLength - this._denoisedBufferIndx;
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}
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// Only copy denoised data to output when there's enough of it to fit the exact buffer length.
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// e.g. if the buffer size is 1024 samples but we only denoised 960 (this happens on the first iteration)
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// nothing happens, then on the next iteration 1920 samples will be denoised so we send 1024 which leaves
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// 896 for the next iteration and so on.
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if (unsentDenoisedDataLength >= outData.length) {
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const denoisedFrame = this._circularBuffer.subarray(
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this._denoisedBufferIndx,
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this._denoisedBufferIndx + outData.length
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);
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outData.set(denoisedFrame, 0);
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this._denoisedBufferIndx += outData.length;
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}
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2022-08-30 14:21:58 +00:00
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// When the end of the circular buffer has been reached, start from the beginning. By the time the index
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2022-07-20 12:31:17 +00:00
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// starts over, the data from the begging is stale (has already been processed) and can be safely
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// overwritten.
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if (this._denoisedBufferIndx === this._circularBufferLength) {
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this._denoisedBufferIndx = 0;
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}
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// Because the circular buffer's length is the lcm of both input size and the processor's sample size,
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// by the time we reach the end with the input index the denoise length index will be there as well.
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if (this._inputBufferLength === this._circularBufferLength) {
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this._inputBufferLength = 0;
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this._denoisedBufferLength = 0;
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}
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return true;
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}
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}
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registerProcessor('NoiseSuppressorWorklet', NoiseSuppressorWorklet);
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