vad.dart
2.6 KB
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import 'dart:io';
import 'dart:isolate';
import 'dart:typed_data';
import 'package:args/args.dart';
import 'package:path/path.dart' as p;
import 'package:sherpa_onnx/sherpa_onnx.dart' as sherpa_onnx;
Future<void> initSherpaOnnx() async {
var uri = await Isolate.resolvePackageUri(
Uri.parse('package:sherpa_onnx/sherpa_onnx.dart'));
if (uri == null) {
print('File not found');
exit(1);
}
String platform = '';
if (Platform.isMacOS) {
platform = 'macos';
} else if (Platform.isLinux) {
platform = 'linux';
} else if (Platform.isWindows) {
platform = 'windows';
} else {
throw UnsupportedError('Unknown platform: ${Platform.operatingSystem}');
}
final libPath = p.join(p.dirname(p.fromUri(uri)), '..', platform);
sherpa_onnx.initBindings(libPath);
}
void main(List<String> arguments) async {
await initSherpaOnnx();
final parser = ArgParser()
..addOption('silero-vad', help: 'Path to silero_vad.onnx')
..addOption('input-wav', help: 'Path to input.wav')
..addOption('output-wav', help: 'Path to output.wav');
final res = parser.parse(arguments);
if (res['silero-vad'] == null ||
res['input-wav'] == null ||
res['output-wav'] == null) {
print(parser.usage);
exit(1);
}
final sileroVad = res['silero-vad'] as String;
final inputWav = res['input-wav'] as String;
final outputWav = res['output-wav'] as String;
final sileroVadConfig = sherpa_onnx.SileroVadModelConfig(
model: sileroVad,
minSilenceDuration: 0.25,
minSpeechDuration: 0.5,
);
final config = sherpa_onnx.VadModelConfig(
sileroVad: sileroVadConfig,
numThreads: 1,
debug: true,
);
final vad = sherpa_onnx.VoiceActivityDetector(
config: config, bufferSizeInSeconds: 10);
final waveData = sherpa_onnx.readWave(inputWav);
if (waveData.sampleRate != 16000) {
print('Only 16000 Hz is supported. Given: ${waveData.sampleRate}');
exit(1);
}
int numSamples = waveData.samples.length;
int numIter = numSamples ~/ config.sileroVad.windowSize;
List<List<double>> allSamples = [];
for (int i = 0; i != numIter; ++i) {
int start = i * config.sileroVad.windowSize;
vad.acceptWaveform(Float32List.sublistView(
waveData.samples, start, start + config.sileroVad.windowSize));
if (vad.isDetected()) {
while (!vad.isEmpty()) {
allSamples.add(vad.front().samples);
vad.pop();
}
}
}
final s = Float32List.fromList(allSamples.expand((x) => x).toList());
sherpa_onnx.writeWave(
filename: outputWav, samples: s, sampleRate: waveData.sampleRate);
print('Saved to ${outputWav}');
}