198 lines
6.3 KiB
JavaScript
198 lines
6.3 KiB
JavaScript
// @flow
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/**
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* Constant. Rnnoise default sample size, samples of different size won't work.
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*/
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export const RNNOISE_SAMPLE_LENGTH: number = 480;
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/**
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* Constant. Rnnoise only takes inputs of 480 PCM float32 samples thus 480*4.
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*/
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const RNNOISE_BUFFER_SIZE: number = RNNOISE_SAMPLE_LENGTH * 4;
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/**
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* Constant. Rnnoise only takes operates on 44.1Khz float 32 little endian PCM.
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*/
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const PCM_FREQUENCY: number = 44100;
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/**
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* Represents an adaptor for the rnnoise library compiled to webassembly. The class takes care of webassembly
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* memory management and exposes rnnoise functionality such as PCM audio denoising and VAD (voice activity
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* detection) scores.
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*/
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export default class RnnoiseProcessor {
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/**
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* Rnnoise context object needed to perform the audio processing.
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*/
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_context: ?Object;
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/**
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* State flag, check if the instance was destroyed.
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*/
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_destroyed: boolean = false;
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/**
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* WASM interface through which calls to rnnoise are made.
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*/
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_wasmInterface: Object;
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/**
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* WASM dynamic memory buffer used as input for rnnoise processing method.
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*/
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_wasmPcmInput: Object;
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/**
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* The Float32Array index representing the start point in the wasm heap of the _wasmPcmInput buffer.
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*/
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_wasmPcmInputF32Index: number;
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/**
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* WASM dynamic memory buffer used as output for rnnoise processing method.
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*/
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_wasmPcmOutput: Object;
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/**
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* Constructor.
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*
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* @class
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* @param {Object} wasmInterface - WebAssembly module interface that exposes rnnoise functionality.
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*/
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constructor(wasmInterface: Object) {
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// Considering that we deal with dynamic allocated memory employ exception safety strong guarantee
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// i.e. in case of exception there are no side effects.
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try {
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this._wasmInterface = wasmInterface;
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// For VAD score purposes only allocate the buffers once and reuse them
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this._wasmPcmInput = this._wasmInterface._malloc(RNNOISE_BUFFER_SIZE);
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if (!this._wasmPcmInput) {
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throw Error('Failed to create wasm input memory buffer!');
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}
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this._wasmPcmOutput = this._wasmInterface._malloc(RNNOISE_BUFFER_SIZE);
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if (!this._wasmPcmOutput) {
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wasmInterface._free(this._wasmPcmInput);
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throw Error('Failed to create wasm output memory buffer!');
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}
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// The HEAPF32.set function requires an index relative to a Float32 array view of the wasm memory model
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// which is an array of bytes. This means we have to divide it by the size of a float to get the index
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// relative to a Float32 Array.
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this._wasmPcmInputF32Index = this._wasmPcmInput / 4;
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this._context = this._wasmInterface._rnnoise_create();
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} catch (error) {
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// release can be called even if not all the components were initialized.
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this._releaseWasmResources();
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throw error;
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}
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}
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/**
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* Copy the input PCM Audio Sample to the wasm input buffer.
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*
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* @param {Float32Array} pcmSample - Array containing 16 bit format PCM sample stored in 32 Floats .
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* @returns {void}
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*/
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_copyPCMSampleToWasmBuffer(pcmSample: Float32Array) {
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this._wasmInterface.HEAPF32.set(pcmSample, this._wasmPcmInputF32Index);
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}
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/**
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* Convert 32 bit Float PCM samples to 16 bit Float PCM samples and store them in 32 bit Floats.
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*
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* @param {Float32Array} f32Array - Array containing 32 bit PCM samples.
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* @returns {void}
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*/
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_convertTo16BitPCM(f32Array: Float32Array) {
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for (const [ index, value ] of f32Array.entries()) {
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f32Array[index] = value * 0x7fff;
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}
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}
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/**
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* Release resources associated with the wasm context. If something goes downhill here
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* i.e. Exception is thrown, there is nothing much we can do.
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*
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* @returns {void}
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*/
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_releaseWasmResources() {
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// For VAD score purposes only allocate the buffers once and reuse them
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if (this._wasmPcmInput) {
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this._wasmInterface._free(this._wasmPcmInput);
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this._wasmPcmInput = null;
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}
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if (this._wasmPcmOutput) {
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this._wasmInterface._free(this._wasmPcmOutput);
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this._wasmPcmOutput = null;
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}
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if (this._context) {
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this._wasmInterface._rnnoise_destroy(this._context);
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this._context = null;
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}
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}
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/**
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* Rnnoise can only operate on a certain PCM array size.
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*
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* @returns {number} - The PCM sample array size as required by rnnoise.
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*/
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getSampleLength() {
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return RNNOISE_SAMPLE_LENGTH;
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}
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/**
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* Rnnoise can only operate on a certain format of PCM sample namely float 32 44.1Kz.
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*
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* @returns {number} - PCM sample frequency as required by rnnoise.
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*/
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getRequiredPCMFrequency() {
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return PCM_FREQUENCY;
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}
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/**
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* Release any resources required by the rnnoise context this needs to be called
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* before destroying any context that uses the processor.
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*
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* @returns {void}
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*/
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destroy() {
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// Attempting to release a non initialized processor, do nothing.
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if (this._destroyed) {
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return;
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}
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this._releaseWasmResources();
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this._destroyed = true;
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}
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/**
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* Calculate the Voice Activity Detection for a raw Float32 PCM sample Array.
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* The size of the array must be of exactly 480 samples, this constraint comes from the rnnoise library.
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*
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* @param {Float32Array} pcmFrame - Array containing 32 bit PCM samples.
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* @returns {Float} Contains VAD score in the interval 0 - 1 i.e. 0.90 .
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*/
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calculateAudioFrameVAD(pcmFrame: Float32Array) {
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if (this._destroyed) {
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throw new Error('RnnoiseProcessor instance is destroyed, please create another one!');
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}
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const pcmFrameLength = pcmFrame.length;
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if (pcmFrameLength !== RNNOISE_SAMPLE_LENGTH) {
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throw new Error(`Rnnoise can only process PCM frames of 480 samples! Input sample was:${pcmFrameLength}`);
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}
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this._convertTo16BitPCM(pcmFrame);
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this._copyPCMSampleToWasmBuffer(pcmFrame);
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return this._wasmInterface._rnnoise_process_frame(this._context, this._wasmPcmOutput, this._wasmPcmInput);
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}
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}
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