Add Dart API for Moonshine models. (#1481)

This commit is contained in:
Fangjun Kuang
2024-10-27 12:04:12 +08:00
committed by GitHub
parent 6f261d39f3
commit 54468a7370
7 changed files with 302 additions and 1 deletions

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// Copyright (c) 2024 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('preprocessor',
help: 'Path to the moonshine preprocessor model')
..addOption('encoder', help: 'Path to the moonshine encoder model')
..addOption('uncached-decoder',
help: 'Path to moonshine uncached decoder model')
..addOption('cached-decoder',
help: 'Path to moonshine cached 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['preprocessor'] == null ||
res['encoder'] == null ||
res['uncached-decoder'] == null ||
res['cached-decoder'] == null ||
res['tokens'] == null ||
res['input-wav'] == null) {
print(parser.usage);
exit(1);
}
final preprocessor = res['preprocessor'] as String;
final encoder = res['encoder'] as String;
final uncachedDecoder = res['uncached-decoder'] as String;
final cachedDecoder = res['cached-decoder'] as String;
final tokens = res['tokens'] as String;
final inputWav = res['input-wav'] as String;
final moonshine = sherpa_onnx.OfflineMoonshineModelConfig(
preprocessor: preprocessor,
encoder: encoder,
uncachedDecoder: uncachedDecoder,
cachedDecoder: cachedDecoder,
);
final modelConfig = sherpa_onnx.OfflineModelConfig(
moonshine: moonshine,
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
dart pub get
if [ ! -f ./sherpa-onnx-moonshine-tiny-en-int8/tokens.txt ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-moonshine-tiny-en-int8.tar.bz2
tar xvf sherpa-onnx-moonshine-tiny-en-int8.tar.bz2
rm sherpa-onnx-moonshine-tiny-en-int8.tar.bz2
fi
dart run \
./bin/moonshine.dart \
--preprocessor ./sherpa-onnx-moonshine-tiny-en-int8/preprocess.onnx \
--encoder ./sherpa-onnx-moonshine-tiny-en-int8/encode.int8.onnx \
--uncached-decoder ./sherpa-onnx-moonshine-tiny-en-int8/uncached_decode.int8.onnx \
--cached-decoder ./sherpa-onnx-moonshine-tiny-en-int8/cached_decode.int8.onnx \
--tokens ./sherpa-onnx-moonshine-tiny-en-int8/tokens.txt \
--input-wav ./sherpa-onnx-moonshine-tiny-en-int8/test_wavs/0.wav