Add node-addon-api for VAD (#864)
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nodejs-addon-examples/.gitignore
vendored
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1
nodejs-addon-examples/.gitignore
vendored
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@@ -0,0 +1 @@
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crash.log
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@@ -38,3 +38,12 @@ node ./test_asr_streaming_transducer.js
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node ./test_asr_streaming_transducer_microphone.js
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```
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# VAD
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```bash
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wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx
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node ./test_vad_microphone.js
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```
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@@ -36,10 +36,10 @@ console.log('Started')
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let start = performance.now();
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const stream = recognizer.createStream();
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const wave = sherpa_onnx.readWave(waveFilename);
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stream.acceptWaveform(wave.samples, wave.sampleRate);
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stream.acceptWaveform({sampleRate: wave.sampleRate, samples: wave.samples});
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const tailPadding = new Float32Array(wave.sampleRate * 0.4);
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stream.acceptWaveform(tailPadding, wave.sampleRate);
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stream.acceptWaveform({samples: tailPadding, sampleRate: wave.sampleRate});
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while (recognizer.isReady(stream)) {
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recognizer.decode(stream);
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@@ -60,7 +60,8 @@ const display = new sherpa_onnx.Display(50);
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ai.on('data', data => {
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const samples = new Float32Array(data.buffer);
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stream.acceptWaveform(samples, recognizer.config.featConfig.sampleRate);
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stream.acceptWaveform(
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{sampleRate: recognizer.config.featConfig.sampleRate, samples: samples});
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while (recognizer.isReady(stream)) {
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recognizer.decode(stream);
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88
nodejs-addon-examples/test_vad_microphone.js
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88
nodejs-addon-examples/test_vad_microphone.js
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// Copyright (c) 2023-2024 Xiaomi Corporation (authors: Fangjun Kuang)
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const portAudio = require('naudiodon2');
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// console.log(portAudio.getDevices());
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const sherpa_onnx = require('sherpa-onnx-node');
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function createVad() {
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// please download silero_vad.onnx from
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// https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx
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const config = {
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sileroVad: {
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model: './silero_vad.onnx',
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threshold: 0.5,
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minSpeechDuration: 0.25,
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minSilenceDuration: 0.5,
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windowSize: 512,
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},
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sampleRate: 16000,
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debug: true,
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numThreads: 1,
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};
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const bufferSizeInSeconds = 60;
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return new sherpa_onnx.Vad(config, bufferSizeInSeconds);
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}
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vad = createVad();
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const bufferSizeInSeconds = 30;
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const buffer =
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new sherpa_onnx.CircularBuffer(bufferSizeInSeconds * vad.config.sampleRate);
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const ai = new portAudio.AudioIO({
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inOptions: {
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channelCount: 1,
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closeOnError: true, // Close the stream if an audio error is detected, if
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// set false then just log the error
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deviceId: -1, // Use -1 or omit the deviceId to select the default device
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sampleFormat: portAudio.SampleFormatFloat32,
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sampleRate: vad.config.sampleRate,
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}
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});
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let printed = false;
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let index = 0;
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ai.on('data', data => {
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const windowSize = vad.config.sileroVad.windowSize;
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buffer.push(new Float32Array(data.buffer));
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while (buffer.size() > windowSize) {
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const samples = buffer.get(buffer.head(), windowSize);
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buffer.pop(windowSize);
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vad.acceptWaveform(samples)
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if (vad.isDetected() && !printed) {
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console.log(`${index}: Detected speech`)
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printed = true;
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}
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if (!vad.isDetected()) {
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printed = false;
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}
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while (!vad.isEmpty()) {
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const segment = vad.front();
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vad.pop();
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const filename = `${index}-${
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new Date()
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.toLocaleTimeString('en-US', {hour12: false})
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.split(' ')[0]}.wav`;
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sherpa_onnx.writeWave(
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filename,
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{samples: segment.samples, sampleRate: vad.config.sampleRate})
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const duration = segment.samples.length / vad.config.sampleRate;
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console.log(`${index} End of speech. Duration: ${duration} seconds`);
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console.log(`Saved to ${filename}`);
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index += 1;
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}
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}
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});
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ai.on('close', () => {
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console.log('Free resources');
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});
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ai.start();
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console.log('Started! Please speak')
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