mirror of
https://github.com/open-webui/open-webui
synced 2025-06-26 18:26:48 +00:00
feat: Kokoro-js TTS support
This commit is contained in:
70
src/lib/workers/KokoroWorker.ts
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70
src/lib/workers/KokoroWorker.ts
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@@ -0,0 +1,70 @@
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import WorkerInstance from '$lib/workers/kokoro.worker?worker';
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export class KokoroWorker {
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private worker: Worker | null = null;
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private initialized: boolean = false;
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private dtype: string;
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constructor(dtype: string = 'fp32') {
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this.dtype = dtype;
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}
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public async init() {
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if (this.worker) {
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console.warn('KokoroWorker is already initialized.');
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return;
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}
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this.worker = new WorkerInstance();
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return new Promise<void>((resolve, reject) => {
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this.worker!.onmessage = (event) => {
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const { status, error } = event.data;
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if (status === 'init:complete') {
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this.initialized = true;
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resolve();
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} else if (status === 'init:error') {
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console.error(error);
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this.initialized = false;
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reject(new Error(error));
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}
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};
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this.worker!.postMessage({
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type: 'init',
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payload: { dtype: this.dtype }
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});
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});
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}
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public async generate({ text, voice }: { text: string; voice: string }): Promise<string> {
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if (!this.initialized || !this.worker) {
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throw new Error('KokoroTTS Worker is not initialized yet.');
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}
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return new Promise<string>((resolve, reject) => {
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this.worker.postMessage({ type: 'generate', payload: { text, voice } });
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const handleMessage = (event: MessageEvent) => {
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if (event.data.status === 'generate:complete') {
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this.worker!.removeEventListener('message', handleMessage);
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resolve(event.data.audioUrl);
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} else if (event.data.status === 'generate:error') {
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this.worker!.removeEventListener('message', handleMessage);
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reject(new Error(event.data.error));
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}
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};
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this.worker.addEventListener('message', handleMessage);
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});
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}
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public terminate() {
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if (this.worker) {
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this.worker.terminate();
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this.worker = null;
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this.initialized = false;
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}
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}
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}
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53
src/lib/workers/kokoro.worker.ts
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53
src/lib/workers/kokoro.worker.ts
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@@ -0,0 +1,53 @@
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import { KokoroTTS } from 'kokoro-js';
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let tts;
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let isInitialized = false; // Flag to track initialization status
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const DEFAULT_MODEL_ID = 'onnx-community/Kokoro-82M-v1.0-ONNX'; // Default model
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self.onmessage = async (event) => {
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const { type, payload } = event.data;
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if (type === 'init') {
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let { model_id, dtype } = payload;
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model_id = model_id || DEFAULT_MODEL_ID; // Use default model if none provided
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self.postMessage({ status: 'init:start' });
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try {
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tts = await KokoroTTS.from_pretrained(model_id, {
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dtype,
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device: !!navigator?.gpu ? 'webgpu' : 'wasm' // Detect WebGPU
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});
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isInitialized = true; // Mark as initialized after successful loading
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self.postMessage({ status: 'init:complete' });
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} catch (error) {
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isInitialized = false; // Ensure it's marked as false on failure
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self.postMessage({ status: 'init:error', error: error.message });
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}
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}
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if (type === 'generate') {
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if (!isInitialized || !tts) {
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// Ensure model is initialized
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self.postMessage({ status: 'generate:error', error: 'TTS model not initialized' });
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return;
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}
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const { text, voice } = payload;
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self.postMessage({ status: 'generate:start' });
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try {
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const rawAudio = await tts.generate(text, { voice });
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const blob = await rawAudio.toBlob();
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const blobUrl = URL.createObjectURL(blob);
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self.postMessage({ status: 'generate:complete', audioUrl: blobUrl });
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} catch (error) {
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self.postMessage({ status: 'generate:error', error: error.message });
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}
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}
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if (type === 'status') {
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// Respond with the current initialization status
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self.postMessage({ status: 'status:check', initialized: isInitialized });
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}
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};
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