Fangjun Kuang
Committed by GitHub

Support Kokoro TTS for HarmonyOS. (#1743)

/**
* Use these variables when you tailor your ArkTS code. They must be of the const type.
*/
export const HAR_VERSION = '1.10.37';
export const HAR_VERSION = '1.10.40';
export const BUILD_MODE_NAME = 'debug';
export const DEBUG = true;
export const TARGET_NAME = 'default';
... ...
... ... @@ -31,7 +31,8 @@ export { OnlineStream,
OnlineRecognizer,
} from './src/main/ets/components/StreamingAsr';
export { OfflineTtsMatchaModelConfig,
export { OfflineTtsKokoroModelConfig,
OfflineTtsMatchaModelConfig,
OfflineTtsVitsModelConfig,
OfflineTtsModelConfig,
OfflineTtsConfig,
... ...
... ... @@ -28,9 +28,18 @@ export class OfflineTtsMatchaModelConfig {
public lengthScale: number = 1.0;
}
export class OfflineTtsKokoroModelConfig {
public model: string = '';
public voices: string = '';
public tokens: string = '';
public dataDir: string = '';
public lengthScale: number = 1.0;
}
export class OfflineTtsModelConfig {
public vits: OfflineTtsVitsModelConfig = new OfflineTtsVitsModelConfig();
public matcha: OfflineTtsMatchaModelConfig = new OfflineTtsMatchaModelConfig();
public kokoro: OfflineTtsKokoroModelConfig = new OfflineTtsKokoroModelConfig();
public numThreads: number = 1;
public debug: boolean = false;
public provider: string = 'cpu';
... ...
... ... @@ -66,6 +66,7 @@ struct Index {
@State initTtsDone: boolean = false;
@State ttsGeneratedDone: boolean = true;
@State numSpeakers: number = 1;
@State numThreads: number = 1;
@State initAudioDone: boolean = false;
private controller: TabsController = new TabsController();
private cancelled: boolean = false;
... ... @@ -135,6 +136,7 @@ struct Index {
this.info = 'Model initialized!\nPlease enter text and press start.';
this.sampleRate = e.data['sampleRate'] as number;
this.numSpeakers = e.data['numSpeakers'] as number;
this.numThreads = e.data['numThreads'] as number;
this.initTtsDone = true;
}
... ... @@ -177,6 +179,7 @@ struct Index {
this.info = `Audio duration: ${audioDuration} s
Elapsed: ${elapsedSeconds} s
RTF = ${elapsedSeconds.toFixed(2)}/${audioDuration.toFixed(2)} = ${RTF.toFixed(3)}
Number of threads: ${this.numThreads}
`;
if (this.cancelled) {
this.info += '\nCancelled.';
... ...
... ... @@ -2,7 +2,7 @@ import worker, { ThreadWorkerGlobalScope, MessageEvents, ErrorEvent } from '@oho
import { fileIo as fs } from '@kit.CoreFileKit';
import {OfflineTtsConfig, OfflineTts, listRawfileDir, TtsInput, TtsOutput} from 'sherpa_onnx';
import { OfflineTtsConfig, OfflineTts, listRawfileDir, TtsInput, TtsOutput } from 'sherpa_onnx';
import { buffer } from '@kit.ArkTS';
const workerPort: ThreadWorkerGlobalScope = worker.workerPort;
... ... @@ -42,9 +42,12 @@ function copyRawFileDirToSandbox(context: Context, srcDir: string) {
}
}
function copyRawFileToSandbox(context: Context, src: string, dst: string) {
// see https://blog.csdn.net/weixin_44640245/article/details/142634846
// https://developer.huawei.com/consumer/cn/doc/harmonyos-guides-V5/rawfile-guidelines-V5
function copyRawFileToSandbox(context: Context, src: string,
dst: string) {
/* see
https://blog.csdn.net/weixin_44640245/article/details/142634846
https://developer.huawei.com/consumer/cn/doc/harmonyos-guides-V5/rawfile-guidelines-V5
*/
let uint8Array: Uint8Array = context.resourceManager.getRawFileContentSync(src);
// https://developer.huawei.com/consumer/cn/doc/harmonyos-references-V5/js-apis-file-fs-V5#fsmkdir
... ... @@ -52,8 +55,9 @@ function copyRawFileToSandbox(context: Context, src: string, dst: string) {
let filepath = sandboxPath + '/' + dst;
if (fs.accessSync(filepath)) {
// if the destination exists and has the expected file size,
// then we skip copying it
/* if the destination exists and has the expected file size
then we skip copying it
*/
let stat = fs.statSync(filepath);
if (stat.size == uint8Array.length) {
return;
... ... @@ -66,11 +70,12 @@ function copyRawFileToSandbox(context: Context, src: string, dst: string) {
}
function initTts(context: Context): OfflineTts {
// Such a design is to make it easier to build flutter APPs with
// github actions for a variety of tts models
//
// See https://github.com/k2-fsa/sherpa-onnx/blob/master/scripts/flutter/generate-tts.py
// for details
/* Such a design is to make it easier to build flutter APPs with
github actions for a variety of tts models
See https://github.com/k2-fsa/sherpa-onnx/blob/master/scripts/flutter/generate-tts.py
for details
*/
let modelDir = '';
... ... @@ -83,13 +88,19 @@ function initTts(context: Context): OfflineTts {
let vocoder = '';
// for Matcha end
// for Kokoro begin
let voices = '';
// for Kokoro end
let ruleFsts = '';
let ruleFars = '';
let lexicon = '';
let dataDir = '';
let dictDir = '';
// You can select an example below and change it according to match your
// selected tts model
/*
You can select an example below and change it according to match your
selected tts model
*/
// ============================================================
// Your change starts here
... ... @@ -146,19 +157,26 @@ function initTts(context: Context): OfflineTts {
// Example 8
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/matcha.html#matcha-icefall-zh-baker-chinese-1-female-speaker
// modelDir = 'matcha-icefall-zh-baker'
// acousticModelName = 'model-steps-3.onnx'
// vocoder = 'hifigan_v2.onnx'
// lexicon = 'lexicon.txt'
// modelDir = 'matcha-icefall-zh-baker';
// acousticModelName = 'model-steps-3.onnx';
// vocoder = 'hifigan_v2.onnx';
// lexicon = 'lexicon.txt';
// dictDir = 'dict';
// ruleFsts = `date.fst,phone.fst,number.fst`;
// Example 9
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/matcha.html#matcha-icefall-en-us-ljspeech-american-english-1-female-speaker
// modelDir = 'matcha-icefall-en_US-ljspeech'
// acousticModelName = 'model-steps-3.onnx'
// vocoder = 'hifigan_v2.onnx'
// modelDir = 'matcha-icefall-en_US-ljspeech';
// acousticModelName = 'model-steps-3.onnx';
// vocoder = 'hifigan_v2.onnx';
// dataDir = 'espeak-ng-data';
// Example 10
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/kokoro.html#kokoro-en-v0-19-english-11-speakers
// modelDir = 'kokoro-en-v0_19';
// modelName = 'model.onnx';
// voices = 'voices.bin'
// dataDir = 'espeak-ng-data';
// ============================================================
... ... @@ -185,6 +203,10 @@ function initTts(context: Context): OfflineTts {
acousticModelName = modelDir + '/' + acousticModelName;
}
if (voices != '') {
voices = modelDir + '/' + voices;
}
if (ruleFsts != '') {
let fsts = ruleFsts.split(',')
let tmp: string[] = [];
... ... @@ -222,7 +244,12 @@ function initTts(context: Context): OfflineTts {
const tokens = modelDir + '/tokens.txt';
const config: OfflineTtsConfig = new OfflineTtsConfig();
if (voices != '') {
config.model.vits.model = '';
} else {
config.model.vits.model = modelName;
}
config.model.vits.lexicon = lexicon;
config.model.vits.tokens = tokens;
config.model.vits.dataDir = dataDir;
... ... @@ -235,6 +262,15 @@ function initTts(context: Context): OfflineTts {
config.model.matcha.dataDir = dataDir;
config.model.matcha.dictDir = dictDir;
if (voices != '') {
config.model.kokoro.model = modelName;
} else {
config.model.kokoro.model = '';
}
config.model.kokoro.voices = voices;
config.model.kokoro.tokens = tokens;
config.model.kokoro.dataDir = dataDir;
config.model.numThreads = 2;
config.model.debug = true;
config.ruleFsts = ruleFsts;
... ... @@ -250,14 +286,12 @@ interface TtsCallbackData {
function callback(data: TtsCallbackData): number {
workerPort.postMessage({
'msgType': 'tts-generate-partial',
samples: Float32Array.from(data.samples),
progress: data.progress,
'msgType': 'tts-generate-partial', samples: Float32Array.from(data.samples), progress: data.progress,
});
// 0 means to stop generating in C++
// 1 means to continue generating in C++
return cancelled? 0 : 1;
return cancelled ? 0 : 1;
}
/**
... ... @@ -272,9 +306,11 @@ workerPort.onmessage = (e: MessageEvents) => {
if (msgType == 'init-tts' && !tts) {
const context = e.data['context'] as Context;
tts = initTts(context);
workerPort.postMessage({ 'msgType': 'init-tts-done',
workerPort.postMessage({
'msgType': 'init-tts-done',
sampleRate: tts.sampleRate,
numSpeakers: tts.numSpeakers,
numThreads: tts.config.model.numThreads,
});
}
... ... @@ -297,16 +333,14 @@ workerPort.onmessage = (e: MessageEvents) => {
console.log(`sampleRate: ${ttsOutput.sampleRate}`);
workerPort.postMessage({
'msgType': 'tts-generate-done',
samples: Float32Array.from(ttsOutput.samples),
'msgType': 'tts-generate-done', samples: Float32Array.from(ttsOutput.samples),
});
});
} else {
const ttsOutput: TtsOutput = tts.generate(input);
workerPort.postMessage({
'msgType': 'tts-generate-done',
samples: Float32Array.from(ttsOutput.samples),
'msgType': 'tts-generate-done', samples: Float32Array.from(ttsOutput.samples),
});
}
... ...