test-offline-whisper.js
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// Copyright (c) 2023 Xiaomi Corporation (authors: Fangjun Kuang)
//
const sherpa_onnx = require('sherpa-onnx');
console.log(`version : ${sherpa_onnx.version}`);
console.log(`git sha1: ${sherpa_onnx.gitSha1}`);
console.log(`git date: ${sherpa_onnx.gitDate}`);
function createOfflineRecognizer() {
let modelConfig = {
whisper: {
encoder: './sherpa-onnx-whisper-tiny.en/tiny.en-encoder.int8.onnx',
decoder: './sherpa-onnx-whisper-tiny.en/tiny.en-decoder.int8.onnx',
language: '',
task: 'transcribe',
tailPaddings: -1,
},
tokens: './sherpa-onnx-whisper-tiny.en/tiny.en-tokens.txt',
};
let config = {
modelConfig: modelConfig,
};
return sherpa_onnx.createOfflineRecognizer(config);
}
recognizer = createOfflineRecognizer();
stream = recognizer.createStream();
const waveFilename = './sherpa-onnx-whisper-tiny.en/test_wavs/0.wav';
const wave = sherpa_onnx.readWave(waveFilename);
stream.acceptWaveform(wave.sampleRate, wave.samples);
recognizer.decode(stream);
const text = recognizer.getResult(stream).text;
console.log(text);
stream.free();
recognizer.free();