test-offline-transducer.js
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// Copyright (c) 2023 Xiaomi Corporation (authors: Fangjun Kuang)
//
const sherpa_onnx = require('sherpa-onnx');
function createOfflineRecognizer() {
let modelConfig = {
transducer: {
encoder:
'./sherpa-onnx-zipformer-en-2023-06-26/encoder-epoch-99-avg-1.int8.onnx',
decoder:
'./sherpa-onnx-zipformer-en-2023-06-26/decoder-epoch-99-avg-1.onnx',
joiner:
'./sherpa-onnx-zipformer-en-2023-06-26/joiner-epoch-99-avg-1.int8.onnx',
},
tokens: './sherpa-onnx-zipformer-en-2023-06-26/tokens.txt',
modelType: 'transducer',
};
let config = {
modelConfig: modelConfig,
};
return sherpa_onnx.createOfflineRecognizer(config);
}
const recognizer = createOfflineRecognizer();
const stream = recognizer.createStream();
const waveFilename = './sherpa-onnx-zipformer-en-2023-06-26/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();