test_asr_non_streaming_sense_voice_with_hr.js
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// Copyright (c) 2025 Xiaomi Corporation
const sherpa_onnx = require('sherpa-onnx-node');
// Please download test files from
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/hr-files
// If your path contains non-ascii characters, e.g., Chinese, you can use
// the following code
//
// let encoder = new TextEncoder();
// let tokens = encoder.encode(
// './sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/测试.txt');
// let model = encoder.encode(
// './sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/测试.int8.onnx');
const config = {
'featConfig': {
'sampleRate': 16000,
'featureDim': 80,
},
'modelConfig': {
'senseVoice': {
'model':
'./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/model.int8.onnx',
// 'model': model,
'useInverseTextNormalization': 1,
},
'tokens': './sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/tokens.txt',
// 'tokens': tokens,
'numThreads': 2,
'provider': 'cpu',
'debug': 1,
},
'hr': {
// Please download files from
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/hr-files
'dictDir': './dict',
'lexicon': './lexicon.txt',
'ruleFsts': './replace.fst',
}
};
const waveFilename = './test-hr.wav';
const recognizer = new sherpa_onnx.OfflineRecognizer(config);
console.log('Started')
let start = Date.now();
const stream = recognizer.createStream();
const wave = sherpa_onnx.readWave(waveFilename);
stream.acceptWaveform({sampleRate: wave.sampleRate, samples: wave.samples});
recognizer.decode(stream);
result = recognizer.getResult(stream)
let stop = Date.now();
console.log('Done')
const elapsed_seconds = (stop - start) / 1000;
const duration = wave.samples.length / wave.sampleRate;
const real_time_factor = elapsed_seconds / duration;
console.log('Wave duration', duration.toFixed(3), 'seconds')
console.log('Elapsed', elapsed_seconds.toFixed(3), 'seconds')
console.log(
`RTF = ${elapsed_seconds.toFixed(3)}/${duration.toFixed(3)} =`,
real_time_factor.toFixed(3))
console.log(waveFilename)
console.log('result\n', result)