Add Dart API for FireRedAsr AED Model (#1877)

This commit is contained in:
Fangjun Kuang
2025-02-17 15:17:08 +08:00
committed by GitHub
parent b03f6e6e8c
commit b5d89d7bcb
6 changed files with 116 additions and 7 deletions

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// Copyright (c) 2025 Xiaomi Corporation
import 'dart:io';
import 'package:args/args.dart';
import 'package:sherpa_onnx/sherpa_onnx.dart' as sherpa_onnx;
import './init.dart';
void main(List<String> arguments) async {
await initSherpaOnnx();
final parser = ArgParser()
..addOption('encoder', help: 'Path to the FireRedAsr encoder model')
..addOption('decoder', help: 'Path to FireRedAsr decoder 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['encoder'] == null ||
res['decoder'] == null ||
res['tokens'] == null ||
res['input-wav'] == null) {
print(parser.usage);
exit(1);
}
final encoder = res['encoder'] as String;
final decoder = res['decoder'] as String;
final tokens = res['tokens'] as String;
final inputWav = res['input-wav'] as String;
final fireRedAsr = sherpa_onnx.OfflineFireRedAsrModelConfig(
encoder: encoder,
decoder: decoder,
);
final modelConfig = sherpa_onnx.OfflineModelConfig(
fireRedAsr: fireRedAsr,
tokens: tokens,
debug: false,
numThreads: 1,
);
final config = sherpa_onnx.OfflineRecognizerConfig(model: modelConfig);
final recognizer = sherpa_onnx.OfflineRecognizer(config);
final waveData = sherpa_onnx.readWave(inputWav);
final stream = recognizer.createStream();
stream.acceptWaveform(
samples: waveData.samples, sampleRate: waveData.sampleRate);
recognizer.decode(stream);
final result = recognizer.getResult(stream);
print(result.text);
stream.free();
recognizer.free();
}

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#!/usr/bin/env bash
set -ex
if [ ! -f ./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/encoder.int8.onnx ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16.tar.bz2
tar xvf sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16.tar.bz2
rm sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16.tar.bz2
ls -lh sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16
fi
dart pub get
dart run \
./bin/fire-red-asr.dart \
--encoder ./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/encoder.int8.onnx \
--decoder ./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/decoder.int8.onnx \
--tokens ./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/tokens.txt \
--input-wav ./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/test_wavs/0.wav