Add Flutter text to speech demo (#1087)
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149
flutter-examples/tts/lib/model.dart
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149
flutter-examples/tts/lib/model.dart
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// Copyright (c) 2024 Xiaomi Corporation
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import "dart:io";
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import 'package:flutter/services.dart';
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import 'package:path_provider/path_provider.dart';
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import 'package:path/path.dart' as p;
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import 'package:sherpa_onnx/sherpa_onnx.dart' as sherpa_onnx;
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import './utils.dart';
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Future<sherpa_onnx.OfflineTts> createOfflineTts() async {
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// sherpa_onnx requires that model files are in the local disk, so we
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// need to copy all asset files to disk.
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await copyAllAssetFiles();
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sherpa_onnx.initBindings();
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// Such a design is to make it easier to build flutter APPs with
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// github actions for a variety of tts models
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//
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// See https://github.com/k2-fsa/sherpa-onnx/blob/master/scripts/flutter/generate-tts.py
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// for details
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String modelDir = '';
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String modelName = '';
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String ruleFsts = '';
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String ruleFars = '';
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String lexicon = '';
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String dataDir = '';
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String dictDir = '';
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// You can select an example below and change it according to match your
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// selected tts model
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// ============================================================
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// Your change starts here
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// ============================================================
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// Example 1:
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// modelDir = 'vits-vctk';
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// modelName = 'vits-vctk.onnx';
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// lexicon = 'lexicon.txt';
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// Example 2:
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// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
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// https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-piper-en_US-amy-low.tar.bz2
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// modelDir = 'vits-piper-en_US-amy-low';
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// modelName = 'en_US-amy-low.onnx';
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// dataDir = 'vits-piper-en_US-amy-low/espeak-ng-data';
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// Example 3:
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// https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-icefall-zh-aishell3.tar.bz2
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// modelDir = 'vits-icefall-zh-aishell3';
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// modelName = 'model.onnx';
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// ruleFsts = 'vits-icefall-zh-aishell3/phone.fst,vits-icefall-zh-aishell3/date.fst,vits-icefall-zh-aishell3/number.fst,vits-icefall-zh-aishell3/new_heteronym.fst';
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// ruleFars = 'vits-icefall-zh-aishell3/rule.far';
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// lexicon = 'lexicon.txt';
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// Example 4:
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// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/vits.html#csukuangfj-vits-zh-hf-fanchen-c-chinese-187-speakers
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// modelDir = 'vits-zh-hf-fanchen-C';
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// modelName = 'vits-zh-hf-fanchen-C.onnx';
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// lexicon = 'lexicon.txt';
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// dictDir = 'vits-zh-hf-fanchen-C/dict';
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// Example 5:
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// https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-coqui-de-css10.tar.bz2
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// modelDir = 'vits-coqui-de-css10';
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// modelName = 'model.onnx';
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// Example 6
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// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
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// https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-piper-en_US-libritts_r-medium.tar.bz2
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// modelDir = 'vits-piper-en_US-libritts_r-medium';
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// modelName = 'en_US-libritts_r-medium.onnx';
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// dataDir = 'vits-piper-en_US-libritts_r-medium/espeak-ng-data';
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// ============================================================
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// Please don't change the remaining part of this function
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// ============================================================
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if (modelName == '') {
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throw Exception(
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'You are supposed to select a model by changing the code before you run the app');
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}
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final Directory directory = await getApplicationDocumentsDirectory();
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modelName = p.join(directory.path, modelDir, modelName);
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if (ruleFsts != '') {
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final all = ruleFsts.split(',');
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var tmp = <String>[];
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for (final f in all) {
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tmp.add(p.join(directory.path, modelDir, f));
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}
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ruleFsts = tmp.join(',');
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}
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if (ruleFars != '') {
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final all = ruleFars.split(',');
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var tmp = <String>[];
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for (final f in all) {
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tmp.add(p.join(directory.path, f));
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}
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ruleFars = tmp.join(',');
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}
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if (lexicon != '') {
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lexicon = p.join(directory.path, lexicon);
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}
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if (dataDir != '') {
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dataDir = p.join(directory.path, dataDir);
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}
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if (dictDir != '') {
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dictDir = p.join(directory.path, dictDir);
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}
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final tokens = p.join(directory.path, modelDir, 'tokens.txt');
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final vits = sherpa_onnx.OfflineTtsVitsModelConfig(
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model: modelName,
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lexicon: lexicon,
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tokens: tokens,
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dataDir: dataDir,
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dictDir: dictDir,
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);
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final modelConfig = sherpa_onnx.OfflineTtsModelConfig(
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vits: vits,
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numThreads: 2,
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debug: true,
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provider: 'cpu',
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);
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final config = sherpa_onnx.OfflineTtsConfig(
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model: modelConfig,
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ruleFsts: ruleFsts,
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ruleFars: ruleFars,
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maxNumSenetences: 1,
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);
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// print(config);
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final tts = sherpa_onnx.OfflineTts(config);
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print('tts created successfully');
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return tts;
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}
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