Dart API for speaker diarization (#1418)
This commit is contained in:
Fangjun Kuang
@@ -11,6 +11,7 @@
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| Functions | URL | Supported Platforms|
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|Speaker diarization| [Address](https://github.com/k2-fsa/sherpa-onnx/tree/master/dart-api-examples/speaker-diarization)| macOS, Windows, Linux|
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|Streaming speech recognition| [Address](https://github.com/k2-fsa/sherpa-onnx/tree/master/dart-api-examples/streaming-asr)| macOS, Windows, Linux|
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|Non-Streaming speech recognition| [Address](https://github.com/k2-fsa/sherpa-onnx/tree/master/dart-api-examples/non-streaming-asr)| macOS, Windows, Linux|
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|Text to speech| [Address](https://github.com/k2-fsa/sherpa-onnx/tree/master/dart-api-examples/tts)| macOS, Windows, Linux|
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@@ -6,6 +6,7 @@ export 'src/audio_tagging.dart';
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export 'src/feature_config.dart';
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export 'src/keyword_spotter.dart';
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export 'src/offline_recognizer.dart';
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export 'src/offline_speaker_diarization.dart';
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export 'src/offline_stream.dart';
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export 'src/online_recognizer.dart';
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export 'src/online_stream.dart';
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243
flutter/sherpa_onnx/lib/src/offline_speaker_diarization.dart
Normal file
243
flutter/sherpa_onnx/lib/src/offline_speaker_diarization.dart
Normal file
@@ -0,0 +1,243 @@
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// Copyright (c) 2024 Xiaomi Corporation
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import 'dart:ffi';
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import 'dart:typed_data';
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import 'package:ffi/ffi.dart';
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import './sherpa_onnx_bindings.dart';
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import './speaker_identification.dart';
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class OfflineSpeakerDiarizationSegment {
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const OfflineSpeakerDiarizationSegment({
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required this.start,
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required this.end,
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required this.speaker,
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});
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@override
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String toString() {
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return 'OfflineSpeakerDiarizationSegment(start: $start, end: $end, speaker: $speaker)';
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}
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final double start;
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final double end;
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final int speaker;
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}
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class OfflineSpeakerSegmentationPyannoteModelConfig {
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const OfflineSpeakerSegmentationPyannoteModelConfig({
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this.model = '',
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});
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@override
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String toString() {
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return 'OfflineSpeakerSegmentationPyannoteModelConfig(model: $model)';
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}
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final String model;
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}
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class OfflineSpeakerSegmentationModelConfig {
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const OfflineSpeakerSegmentationModelConfig({
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this.pyannote = const OfflineSpeakerSegmentationPyannoteModelConfig(),
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this.numThreads = 1,
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this.debug = true,
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this.provider = 'cpu',
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});
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@override
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String toString() {
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return 'OfflineSpeakerSegmentationModelConfig(pyannote: $pyannote, numThreads: $numThreads, debug: $debug, provider: $provider)';
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}
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final OfflineSpeakerSegmentationPyannoteModelConfig pyannote;
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final int numThreads;
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final bool debug;
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final String provider;
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}
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class FastClusteringConfig {
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const FastClusteringConfig({
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this.numClusters = -1,
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this.threshold = 0.5,
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});
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@override
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String toString() {
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return 'FastClusteringConfig(numClusters: $numClusters, threshold: $threshold)';
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}
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final int numClusters;
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final double threshold;
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}
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class OfflineSpeakerDiarizationConfig {
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const OfflineSpeakerDiarizationConfig({
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this.segmentation = const OfflineSpeakerSegmentationModelConfig(),
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this.embedding = const SpeakerEmbeddingExtractorConfig(model: ''),
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this.clustering = const FastClusteringConfig(),
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this.minDurationOn = 0.2,
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this.minDurationOff = 0.5,
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});
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@override
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String toString() {
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return 'OfflineSpeakerDiarizationConfig(segmentation: $segmentation, embedding: $embedding, clustering: $clustering, minDurationOn: $minDurationOn, minDurationOff: $minDurationOff)';
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}
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final OfflineSpeakerSegmentationModelConfig segmentation;
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final SpeakerEmbeddingExtractorConfig embedding;
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final FastClusteringConfig clustering;
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final double minDurationOff; // in seconds
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final double minDurationOn; // in seconds
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}
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class OfflineSpeakerDiarization {
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OfflineSpeakerDiarization._(
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{required this.ptr, required this.config, required this.sampleRate});
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void free() {
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SherpaOnnxBindings.sherpaOnnxDestroyOfflineSpeakerDiarization?.call(ptr);
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ptr = nullptr;
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}
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/// The user is responsible to call the OfflineSpeakerDiarization.free()
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/// method of the returned instance to avoid memory leak.
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factory OfflineSpeakerDiarization(OfflineSpeakerDiarizationConfig config) {
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final c = calloc<SherpaOnnxOfflineSpeakerDiarizationConfig>();
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c.ref.segmentation.pyannote.model =
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config.segmentation.pyannote.model.toNativeUtf8();
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c.ref.segmentation.numThreads = config.segmentation.numThreads;
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c.ref.segmentation.debug = config.segmentation.debug ? 1 : 0;
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c.ref.segmentation.provider = config.segmentation.provider.toNativeUtf8();
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c.ref.embedding.model = config.embedding.model.toNativeUtf8();
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c.ref.embedding.numThreads = config.embedding.numThreads;
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c.ref.embedding.debug = config.embedding.debug ? 1 : 0;
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c.ref.embedding.provider = config.embedding.provider.toNativeUtf8();
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c.ref.clustering.numClusters = config.clustering.numClusters;
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c.ref.clustering.threshold = config.clustering.threshold;
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c.ref.minDurationOn = config.minDurationOn;
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c.ref.minDurationOff = config.minDurationOff;
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final ptr =
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SherpaOnnxBindings.sherpaOnnxCreateOfflineSpeakerDiarization?.call(c) ??
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nullptr;
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calloc.free(c.ref.embedding.provider);
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calloc.free(c.ref.embedding.model);
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calloc.free(c.ref.segmentation.provider);
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calloc.free(c.ref.segmentation.pyannote.model);
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int sampleRate = 0;
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if (ptr != nullptr) {
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sampleRate = SherpaOnnxBindings
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.sherpaOnnxOfflineSpeakerDiarizationGetSampleRate
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?.call(ptr) ??
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0;
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}
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return OfflineSpeakerDiarization._(
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ptr: ptr, config: config, sampleRate: sampleRate);
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}
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List<OfflineSpeakerDiarizationSegment> process(
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{required Float32List samples}) {
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if (ptr == nullptr) {
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return <OfflineSpeakerDiarizationSegment>[];
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}
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final n = samples.length;
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final Pointer<Float> p = calloc<Float>(n);
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final pList = p.asTypedList(n);
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pList.setAll(0, samples);
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final r = SherpaOnnxBindings.sherpaOnnxOfflineSpeakerDiarizationProcess
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?.call(ptr, p, n) ??
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nullptr;
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final ans = _processImpl(r);
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SherpaOnnxBindings.sherpaOnnxOfflineSpeakerDiarizationDestroyResult
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?.call(r);
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return ans;
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}
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List<OfflineSpeakerDiarizationSegment> processWithCallback({
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required Float32List samples,
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required int Function(int numProcessedChunks, int numTotalChunks) callback,
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}) {
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if (ptr == nullptr) {
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return <OfflineSpeakerDiarizationSegment>[];
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}
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final n = samples.length;
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final Pointer<Float> p = calloc<Float>(n);
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final pList = p.asTypedList(n);
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pList.setAll(0, samples);
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final wrapper = NativeCallable<
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SherpaOnnxOfflineSpeakerDiarizationProgressCallbackNoArgNative>.isolateLocal(
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(int numProcessedChunks, int numTotalChunks) {
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return callback(numProcessedChunks, numTotalChunks);
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}, exceptionalReturn: 0);
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final r = SherpaOnnxBindings
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.sherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArg
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?.call(ptr, p, n, wrapper.nativeFunction) ??
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nullptr;
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wrapper.close();
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final ans = _processImpl(r);
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SherpaOnnxBindings.sherpaOnnxOfflineSpeakerDiarizationDestroyResult
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?.call(r);
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return ans;
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}
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List<OfflineSpeakerDiarizationSegment> _processImpl(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationResult> r) {
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if (r == nullptr) {
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return <OfflineSpeakerDiarizationSegment>[];
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}
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final numSegments = SherpaOnnxBindings
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.sherpaOnnxOfflineSpeakerDiarizationResultGetNumSegments
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?.call(r) ??
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0;
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final segments = SherpaOnnxBindings
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.sherpaOnnxOfflineSpeakerDiarizationResultSortByStartTime
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?.call(r) ??
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nullptr;
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if (segments == nullptr) {
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return <OfflineSpeakerDiarizationSegment>[];
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}
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final ans = <OfflineSpeakerDiarizationSegment>[];
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for (int i = 0; i != numSegments; ++i) {
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final s = segments + i;
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final tmp = OfflineSpeakerDiarizationSegment(
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start: s.ref.start, end: s.ref.end, speaker: s.ref.speaker);
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ans.add(tmp);
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}
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SherpaOnnxBindings.sherpaOnnxOfflineSpeakerDiarizationDestroySegment
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?.call(segments);
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return ans;
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}
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Pointer<SherpaOnnxOfflineSpeakerDiarization> ptr;
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OfflineSpeakerDiarizationConfig config;
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final int sampleRate;
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}
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@@ -2,6 +2,66 @@
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import 'dart:ffi';
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import 'package:ffi/ffi.dart';
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final class SherpaOnnxSpeakerEmbeddingExtractorConfig extends Struct {
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external Pointer<Utf8> model;
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@Int32()
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external int numThreads;
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@Int32()
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external int debug;
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external Pointer<Utf8> provider;
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}
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final class SherpaOnnxOfflineSpeakerDiarizationSegment extends Struct {
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@Float()
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external double start;
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@Float()
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external double end;
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@Int32()
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external int speaker;
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}
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final class SherpaOnnxOfflineSpeakerSegmentationPyannoteModelConfig
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extends Struct {
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external Pointer<Utf8> model;
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}
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final class SherpaOnnxOfflineSpeakerSegmentationModelConfig extends Struct {
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external SherpaOnnxOfflineSpeakerSegmentationPyannoteModelConfig pyannote;
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@Int32()
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external int numThreads;
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@Int32()
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external int debug;
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external Pointer<Utf8> provider;
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}
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final class SherpaOnnxFastClusteringConfig extends Struct {
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@Int32()
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external int numClusters;
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@Float()
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external double threshold;
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}
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final class SherpaOnnxOfflineSpeakerDiarizationConfig extends Struct {
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external SherpaOnnxOfflineSpeakerSegmentationModelConfig segmentation;
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external SherpaOnnxSpeakerEmbeddingExtractorConfig embedding;
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external SherpaOnnxFastClusteringConfig clustering;
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@Float()
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external double minDurationOn;
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@Float()
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external double minDurationOff;
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}
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final class SherpaOnnxOfflinePunctuationModelConfig extends Struct {
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external Pointer<Utf8> ctTransformer;
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@@ -341,18 +401,6 @@ final class SherpaOnnxWave extends Struct {
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external int numSamples;
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}
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final class SherpaOnnxSpeakerEmbeddingExtractorConfig extends Struct {
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external Pointer<Utf8> model;
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@Int32()
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external int numThreads;
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@Int32()
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external int debug;
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external Pointer<Utf8> provider;
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}
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final class SherpaOnnxKeywordSpotterConfig extends Struct {
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external SherpaOnnxFeatureConfig feat;
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@@ -402,10 +450,101 @@ final class SherpaOnnxSpeakerEmbeddingExtractor extends Opaque {}
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final class SherpaOnnxSpeakerEmbeddingManager extends Opaque {}
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final class SherpaOnnxOfflineSpeakerDiarization extends Opaque {}
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final class SherpaOnnxOfflineSpeakerDiarizationResult extends Opaque {}
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typedef SherpaOnnxCreateOfflineSpeakerDiarizationNative
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= Pointer<SherpaOnnxOfflineSpeakerDiarization> Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationConfig>);
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typedef SherpaOnnxCreateOfflineSpeakerDiarization
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= SherpaOnnxCreateOfflineSpeakerDiarizationNative;
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typedef SherpaOnnxDestroyOfflineSpeakerDiarizationNative = Void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>);
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typedef SherpaOnnxDestroyOfflineSpeakerDiarization = void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>);
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typedef SherpaOnnxCreateOfflinePunctuationNative
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= Pointer<SherpaOnnxOfflinePunctuation> Function(
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Pointer<SherpaOnnxOfflinePunctuationConfig>);
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typedef SherpaOnnxOfflineSpeakerDiarizationGetSampleRateNative = Int32 Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>);
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typedef SherpaOnnxOfflineSpeakerDiarizationGetSampleRate = int Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>);
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typedef SherpaOnnxOfflineSpeakerDiarizationSetConfigNative = Void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>,
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Pointer<SherpaOnnxOfflineSpeakerDiarizationConfig>);
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typedef SherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakersNative = Int32
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Function(Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakers = int Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationResultGetNumSegmentsNative = Int32
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Function(Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationResultGetNumSegments = int Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationResultSortByStartTimeNative
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= Pointer<SherpaOnnxOfflineSpeakerDiarizationSegment> Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationResultSortByStartTime
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= SherpaOnnxOfflineSpeakerDiarizationResultSortByStartTimeNative;
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typedef SherpaOnnxOfflineSpeakerDiarizationDestroySegmentNative = Void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationSegment>);
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typedef SherpaOnnxOfflineSpeakerDiarizationDestroySegment = void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationSegment>);
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typedef SherpaOnnxOfflineSpeakerDiarizationProcessNative
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= Pointer<SherpaOnnxOfflineSpeakerDiarizationResult> Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>, Pointer<Float>, Int32);
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typedef SherpaOnnxOfflineSpeakerDiarizationProcess
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= Pointer<SherpaOnnxOfflineSpeakerDiarizationResult> Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>, Pointer<Float>, int);
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typedef SherpaOnnxOfflineSpeakerDiarizationProgressCallbackNoArgNative = Int32
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Function(Int32, Int32);
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typedef SherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArgNative
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= Pointer<SherpaOnnxOfflineSpeakerDiarizationResult> Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>,
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Pointer<Float>,
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Int32,
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Pointer<
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NativeFunction<
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SherpaOnnxOfflineSpeakerDiarizationProgressCallbackNoArgNative>>);
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typedef SherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArg
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= Pointer<SherpaOnnxOfflineSpeakerDiarizationResult> Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>,
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Pointer<Float>,
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int,
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Pointer<
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NativeFunction<
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SherpaOnnxOfflineSpeakerDiarizationProgressCallbackNoArgNative>>);
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typedef SherpaOnnxOfflineSpeakerDiarizationDestroyResultNative = Void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationDestroyResult = void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarizationResult>);
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typedef SherpaOnnxOfflineSpeakerDiarizationSetConfig = void Function(
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Pointer<SherpaOnnxOfflineSpeakerDiarization>,
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Pointer<SherpaOnnxOfflineSpeakerDiarizationConfig>);
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typedef SherpaOnnxCreateOfflinePunctuation
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= SherpaOnnxCreateOfflinePunctuationNative;
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@@ -940,6 +1079,29 @@ typedef SherpaOnnxFreeWaveNative = Void Function(Pointer<SherpaOnnxWave>);
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typedef SherpaOnnxFreeWave = void Function(Pointer<SherpaOnnxWave>);
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class SherpaOnnxBindings {
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static SherpaOnnxCreateOfflineSpeakerDiarization?
|
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sherpaOnnxCreateOfflineSpeakerDiarization;
|
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static SherpaOnnxDestroyOfflineSpeakerDiarization?
|
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sherpaOnnxDestroyOfflineSpeakerDiarization;
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static SherpaOnnxOfflineSpeakerDiarizationGetSampleRate?
|
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sherpaOnnxOfflineSpeakerDiarizationGetSampleRate;
|
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static SherpaOnnxOfflineSpeakerDiarizationSetConfig?
|
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sherpaOnnxOfflineSpeakerDiarizationSetConfig;
|
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static SherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakers?
|
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sherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakers;
|
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static SherpaOnnxOfflineSpeakerDiarizationResultGetNumSegments?
|
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sherpaOnnxOfflineSpeakerDiarizationResultGetNumSegments;
|
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static SherpaOnnxOfflineSpeakerDiarizationResultSortByStartTime?
|
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sherpaOnnxOfflineSpeakerDiarizationResultSortByStartTime;
|
||||
static SherpaOnnxOfflineSpeakerDiarizationDestroySegment?
|
||||
sherpaOnnxOfflineSpeakerDiarizationDestroySegment;
|
||||
static SherpaOnnxOfflineSpeakerDiarizationProcess?
|
||||
sherpaOnnxOfflineSpeakerDiarizationProcess;
|
||||
static SherpaOnnxOfflineSpeakerDiarizationDestroyResult?
|
||||
sherpaOnnxOfflineSpeakerDiarizationDestroyResult;
|
||||
static SherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArg?
|
||||
sherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArg;
|
||||
|
||||
static SherpaOnnxCreateOfflinePunctuation? sherpaOnnxCreateOfflinePunctuation;
|
||||
static SherpaOnnxDestroyOfflinePunctuation?
|
||||
sherpaOnnxDestroyOfflinePunctuation;
|
||||
@@ -1107,6 +1269,83 @@ class SherpaOnnxBindings {
|
||||
static SherpaOnnxFreeWave? freeWave;
|
||||
|
||||
static void init(DynamicLibrary dynamicLibrary) {
|
||||
sherpaOnnxCreateOfflineSpeakerDiarization ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxCreateOfflineSpeakerDiarizationNative>>(
|
||||
'SherpaOnnxCreateOfflineSpeakerDiarization')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxDestroyOfflineSpeakerDiarization ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxDestroyOfflineSpeakerDiarizationNative>>(
|
||||
'SherpaOnnxDestroyOfflineSpeakerDiarization')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationGetSampleRate ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationGetSampleRateNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationGetSampleRate')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationSetConfig ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationSetConfigNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationSetConfig')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakers ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakersNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationResultGetNumSpeakers')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationResultGetNumSegments ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationResultGetNumSegmentsNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationResultGetNumSegments')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationResultSortByStartTime ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationResultSortByStartTimeNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationResultSortByStartTime')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationDestroySegment ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationDestroySegmentNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationDestroySegment')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationProcess ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationProcessNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationProcess')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArg ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArgNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationProcessWithCallbackNoArg')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxOfflineSpeakerDiarizationDestroyResult ??= dynamicLibrary
|
||||
.lookup<
|
||||
NativeFunction<
|
||||
SherpaOnnxOfflineSpeakerDiarizationDestroyResultNative>>(
|
||||
'SherpaOnnxOfflineSpeakerDiarizationDestroyResult')
|
||||
.asFunction();
|
||||
|
||||
sherpaOnnxCreateOfflinePunctuation ??= dynamicLibrary
|
||||
.lookup<NativeFunction<SherpaOnnxCreateOfflinePunctuationNative>>(
|
||||
'SherpaOnnxCreateOfflinePunctuation')
|
||||
|
||||
@@ -1,8 +1,8 @@
|
||||
name: sherpa_onnx
|
||||
|
||||
description: >
|
||||
Speech recognition, speech synthesis, and speaker recognition using next-gen Kaldi
|
||||
with onnxruntime without Internet connection.
|
||||
Speech recognition, speech synthesis, speaker diarization, and speaker recognition
|
||||
using next-gen Kaldi with onnxruntime without Internet connection.
|
||||
|
||||
repository: https://github.com/k2-fsa/sherpa-onnx/tree/master/flutter
|
||||
|
||||
@@ -12,7 +12,7 @@ documentation: https://k2-fsa.github.io/sherpa/onnx/
|
||||
topics:
|
||||
- speech-recognition
|
||||
- speech-synthesis
|
||||
- speaker-identification
|
||||
- speaker-diarization
|
||||
- audio-tagging
|
||||
- voice-activity-detection
|
||||
|
||||
@@ -41,7 +41,7 @@ dependencies:
|
||||
sherpa_onnx_linux: ^1.10.27
|
||||
# sherpa_onnx_linux:
|
||||
# path: ../sherpa_onnx_linux
|
||||
#
|
||||
|
||||
sherpa_onnx_windows: ^1.10.27
|
||||
# sherpa_onnx_windows:
|
||||
# path: ../sherpa_onnx_windows
|
||||
|
||||
Reference in New Issue
Block a user