// Copyright (c) 2024 Xiaomi Corporation import 'dart:io'; import 'dart:typed_data'; import 'package:args/args.dart'; import 'package:sherpa_onnx/sherpa_onnx.dart' as sherpa_onnx; import './init.dart'; void main(List arguments) async { await initSherpaOnnx(); final parser = ArgParser() ..addOption('model', help: 'Path to the model') ..addOption('tokens', help: 'Path to tokens.txt') ..addOption('input-wav', help: 'Path to input.wav to transcribe'); final res = parser.parse(arguments); if (res['model'] == null || res['tokens'] == null || res['input-wav'] == null) { print(parser.usage); exit(1); } final model = res['model'] as String; final tokens = res['tokens'] as String; final inputWav = res['input-wav'] as String; final ctc = sherpa_onnx.OnlineZipformer2CtcModelConfig( model: model, ); final modelConfig = sherpa_onnx.OnlineModelConfig( zipformer2Ctc: ctc, tokens: tokens, debug: true, numThreads: 1, ); final config = sherpa_onnx.OnlineRecognizerConfig(model: modelConfig); final recognizer = sherpa_onnx.OnlineRecognizer(config); final waveData = sherpa_onnx.readWave(inputWav); final stream = recognizer.createStream(); // simulate streaming. You can choose an arbitrary chunk size. // chunkSize of a single sample is also ok, i.e, chunkSize = 1 final chunkSize = 1600; // 0.1 second for 16kHz final numChunks = waveData.samples.length ~/ chunkSize; var last = ''; for (int i = 0; i != numChunks; ++i) { int start = i * chunkSize; stream.acceptWaveform( samples: Float32List.sublistView(waveData.samples, start, start + chunkSize), sampleRate: waveData.sampleRate, ); while (recognizer.isReady(stream)) { recognizer.decode(stream); } final result = recognizer.getResult(stream); if (result.text != last && result.text != '') { last = result.text; print(last); } } // 0.5 seconds, assume sampleRate is 16kHz final tailPaddings = Float32List(8000); stream.acceptWaveform( samples: tailPaddings, sampleRate: waveData.sampleRate, ); while (recognizer.isReady(stream)) { recognizer.decode(stream); } final result = recognizer.getResult(stream); if (result.text != '') { print(result.text); } stream.free(); recognizer.free(); }