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"typescript": "*" - } + "license": "MIT" }, "node_modules/which": { "version": "2.0.2", "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz", "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==", + "license": "ISC", "dependencies": { "isexe": "^2.0.0" }, @@ -3252,6 +3519,7 @@ "version": "8.1.0", "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz", "integrity": "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==", + "license": "MIT", "dependencies": { "ansi-styles": "^6.1.0", "string-width": "^5.0.1", @@ -3269,6 +3537,7 @@ "version": "7.0.0", "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz", "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==", + "license": "MIT", "dependencies": { "ansi-styles": "^4.0.0", "string-width": "^4.1.0", @@ -3285,6 +3554,7 @@ "version": "5.0.1", "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz", "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==", + "license": "MIT", "engines": { "node": ">=8" } @@ -3293,6 +3563,7 @@ "version": "4.3.0", "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz", "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==", + "license": "MIT", "dependencies": { "color-convert": "^2.0.1" }, @@ -3306,12 +3577,14 @@ "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": { "version": "8.0.0", "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz", - "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==" + "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==", + "license": "MIT" }, "node_modules/wrap-ansi-cjs/node_modules/string-width": { "version": "4.2.3", "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz", "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==", + "license": "MIT", "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", @@ -3325,6 +3598,7 @@ "version": "6.0.1", "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz", "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==", + "license": "MIT", "dependencies": { "ansi-regex": "^5.0.1" }, @@ -3341,27 +3615,8 @@ "version": "4.0.0", "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==", - "dev": true - }, - "node_modules/z-schema": { - "version": "5.0.5", - "resolved": "https://registry.npmjs.org/z-schema/-/z-schema-5.0.5.tgz", - "integrity": "sha512-D7eujBWkLa3p2sIpJA0d1pr7es+a7m0vFAnZLlCEKq/Ij2k0MLi9Br2UPxoxdYystm5K1yeBGzub0FlYUEWj2Q==", "dev": true, - "dependencies": { - "lodash.get": "^4.4.2", - "lodash.isequal": "^4.5.0", - "validator": "^13.7.0" - }, - "bin": { - "z-schema": "bin/z-schema" - }, - "engines": { - "node": ">=8.0.0" - }, - "optionalDependencies": { - "commander": "^9.4.1" - } + "license": "ISC" } } } diff --git a/package.json b/package.json index d61c418..e3a0b52 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "web-ai-toolkit", - "version": "0.1.8", + "version": "0.2.0", "repository": "https://github.com/jgw96/web-ai-toolkit", "keywords": [ "ai", @@ -29,12 +29,12 @@ "author": "", "license": "ISC", "devDependencies": { - "typescript": "^5.5.3", - "vite": "^5.3.3", - "vite-plugin-dts": "^3.9.1" + "typescript": "^5.6.2", + "vite": "^5.4.8", + "vite-plugin-dts": "^4.2.2" }, "dependencies": { - "@huggingface/transformers": "^3.0.0-alpha.14", + "@huggingface/transformers": "^3.0.0-alpha.16", "@xenova/transformers": "^2.17.2" } } diff --git a/src/index.ts b/src/index.ts index cac6c9a..7d0453f 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,6 +1,6 @@ export async function transcribeAudioFile(audioFile: Blob, model: string = "Xenova/whisper-tiny", timestamps: boolean = false, language: string = "en-US") { try { - const { loadTranscriber, doLocalWhisper } = await import("./services/speech-recognition/whisper-ai"); + const { loadTranscriber, doLocalWhisper } = await import("./services/speech-recognition/recognition"); await loadTranscriber(model, timestamps, language); return doLocalWhisper(audioFile, model); } @@ -12,9 +12,8 @@ export async function transcribeAudioFile(audioFile: Blob, model: string = "Xeno export async function textToSpeech(text: string, model: string = "Xenova/mms-tts-eng") { try { - const { loadTTS, doLocalTTS } = await import("./services/text-to-speech/text-to-speech"); - await loadTTS(model); - return doLocalTTS(text); + const { runSynthesizer } = await import("./services/text-to-speech/tts"); + return runSynthesizer(text, model); } catch (err) { console.error(err); @@ -24,9 +23,8 @@ export async function textToSpeech(text: string, model: string = "Xenova/mms-tts export async function summarize(text: string, model: string = "Xenova/distilbart-cnn-6-6") { try { - const { loadSummarizer, doLocalSummarize } = await import("./services/summarization/summarization"); - await loadSummarizer(model); - return doLocalSummarize(text); + const { runSummarizer } = await import("./services/summarization/summarization"); + return runSummarizer(text, model); } catch (err) { console.error(err); @@ -36,9 +34,8 @@ export async function summarize(text: string, model: string = "Xenova/distilbart export async function ocr(image: Blob, model: string = "Xenova/trocr-small-printed") { try { - const { loadOCR, doLocalOCR } = await import("./services/ocr/ocr"); - await loadOCR(model); - return doLocalOCR(image); + const { runOCR } = await import("./services/ocr/ocr"); + return runOCR(image, model); } catch (err) { console.error(err); diff --git a/src/services/ocr/ocr-worker.ts b/src/services/ocr/ocr-worker.ts deleted file mode 100644 index d519310..0000000 --- a/src/services/ocr/ocr-worker.ts +++ /dev/null @@ -1,55 +0,0 @@ -/* eslint-disable no-async-promise-executor */ -import { pipeline, env } from '@huggingface/transformers'; - -let ocr: any = undefined; - -self.onmessage = async (e) => { - if (e.data.type === 'ocr') { - return new Promise((resolve) => { - runOCR(e.data.blob).then((textData: any) => { - self.postMessage({ - type: 'ocr', - text: textData - }); - resolve(textData); - }) - }) - } - else if (e.data.type === "load") { - return new Promise(async (resolve) => { - await loadOCR(e.data.model); - - self.postMessage({ - type: 'loaded' - }); - resolve(ocr); - }); - } - else { - return Promise.reject('Unknown message type'); - } -} - -async function runOCR(image: Blob) { - return new Promise(async (resolve) => { - const out = await ocr(image); - resolve(out); - }); -} - -async function loadOCR(model: string): Promise { - return new Promise(async (resolve) => { - if (!ocr) { - env.allowLocalModels = false; - env.useBrowserCache = false; - ocr = await pipeline('image-to-text', model || 'Xenova/trocr-small-printed', { - device: (navigator as any).ml ? "webnn" : "webgpu" - }); - console.log("loaded ocr", ocr) - resolve(); - } - else { - resolve(); - } - }); -} \ No newline at end of file diff --git a/src/services/ocr/ocr.ts b/src/services/ocr/ocr.ts index 005c68b..e5697fe 100644 --- a/src/services/ocr/ocr.ts +++ b/src/services/ocr/ocr.ts @@ -1,48 +1,80 @@ -let ocrWorker: Worker; +// let ocrWorker: Worker; -// @ts-ignore -import OCRWorker from './ocr-worker?worker&inline'; +// // @ts-ignore +// import OCRWorker from './ocr-worker?worker&inline'; -export async function loadOCR(model: string): Promise { - return new Promise(async (resolve) => { - if (!ocrWorker) { - ocrWorker = new OCRWorker(); - } +// export async function loadOCR(model: string): Promise { +// return new Promise(async (resolve) => { +// if (!ocrWorker) { +// ocrWorker = new OCRWorker(); +// } - ocrWorker.onmessage = async (e) => { - if (e.data.type === "loaded") { - resolve(); - } - } +// ocrWorker.onmessage = async (e) => { +// if (e.data.type === "loaded") { +// resolve(); +// } +// } + +// ocrWorker.postMessage({ +// type: "load", +// model +// }); +// }); +// } + +// export function doLocalOCR(blob: Blob) { +// return new Promise((resolve, reject) => { +// try { +// ocrWorker.onmessage = async (e) => { +// if (e.data.type === "ocr") { +// resolve(e.data.text); +// } +// else if (e.data.type === "error") { +// reject(e.data.error); +// } +// } + +// const dataURL = URL.createObjectURL(blob); - ocrWorker.postMessage({ - type: "load", - model - }); +// ocrWorker.postMessage({ +// type: "ocr", +// blob: dataURL +// }); +// } +// catch (err) { +// reject(err); +// } +// }); +// } + +/* eslint-disable no-async-promise-executor */ +import { pipeline, env } from '@huggingface/transformers'; + +let ocr: any = undefined; + +export async function runOCR(image: Blob, model: string = "Xenova/trocr-small-printed") { + return new Promise(async (resolve) => { + if (!ocr) { + await loadOCR(model); + } + const out = await ocr(image); + resolve(out); }); } -export function doLocalOCR(blob: Blob) { - return new Promise((resolve, reject) => { - try { - ocrWorker.onmessage = async (e) => { - if (e.data.type === "ocr") { - resolve(e.data.text); - } - else if (e.data.type === "error") { - reject(e.data.error); - } - } - - const dataURL = URL.createObjectURL(blob); - - ocrWorker.postMessage({ - type: "ocr", - blob: dataURL +async function loadOCR(model: string): Promise { + return new Promise(async (resolve) => { + if (!ocr) { + env.allowLocalModels = false; + env.useBrowserCache = false; + ocr = await pipeline('image-to-text', model || 'Xenova/trocr-small-printed', { + device: (navigator as any).ml ? "webnn" : "webgpu" }); + console.log("loaded ocr", ocr) + resolve(); } - catch (err) { - reject(err); + else { + resolve(); } }); } \ No newline at end of file diff --git a/src/services/speech-recognition/worker.ts b/src/services/speech-recognition/recognition.ts similarity index 64% rename from src/services/speech-recognition/worker.ts rename to src/services/speech-recognition/recognition.ts index cbd64e0..13cf178 100644 --- a/src/services/speech-recognition/worker.ts +++ b/src/services/speech-recognition/recognition.ts @@ -3,30 +3,49 @@ import { AutomaticSpeechRecognitionPipeline, pipeline, env } from '@huggingface/ let transcriber: AutomaticSpeechRecognitionPipeline | undefined = undefined; -self.onmessage = async (e) => { - if (e.data.type === 'transcribe') { - return new Promise((resolve) => { - console.log("in worker", e.data) - localTranscribe(e.data.blob).then((transcription) => { - console.log("in worker", transcription) - self.postMessage({ - type: 'transcribe', - transcription: transcription +export function doLocalWhisper(audioFile: Blob, model: string = "Xenova/whisper-tiny") { + return new Promise(async (resolve, reject) => { + try { + if (!transcriber) { + await loadTranscriber(model || 'Xenova/whisper-tiny', false, 'en'); + } + + const fileReader = new FileReader(); + fileReader.onloadend = async () => { + const audioCTX = new AudioContext({ + sampleRate: 16000, }); - resolve(transcription); - }) - }) - } - else if (e.data.type === "load") { - await loadTranscriber(e.data.model || 'Xenova/whisper-tiny', e.data.timestamps, e.data.language); - self.postMessage({ - type: 'loaded' - }); - return Promise.resolve(); - } - else { - return Promise.reject('Unknown message type'); - } + const arrayBuffer = fileReader.result as ArrayBuffer; + const audioData = await audioCTX.decodeAudioData(arrayBuffer); + + let audio; + if (audioData.numberOfChannels === 2) { + const SCALING_FACTOR = Math.sqrt(2); + + const left = audioData.getChannelData(0); + const right = audioData.getChannelData(1); + + audio = new Float32Array(left.length); + for (let i = 0; i < audioData.length; ++i) { + audio[i] = SCALING_FACTOR * (left[i] + right[i]) / 2; + } + } else { + // If the audio is not stereo, we can just use the first channel: + audio = audioData.getChannelData(0); + } + + const output = await localTranscribe(audio); + resolve(output); + + + + }; + fileReader.readAsArrayBuffer(audioFile); + } + catch (err) { + reject(err); + } + }) } export async function loadTranscriber(model: string = "Xenova/whisper-tiny", timestamps: boolean, language: string): Promise { @@ -49,13 +68,14 @@ export async function loadTranscriber(model: string = "Xenova/whisper-tiny", tim }) } -export async function localTranscribe(audio: Blob): Promise { +export async function localTranscribe(audio: Float32Array): Promise { return new Promise(async (resolve, reject) => { if (transcriber) { // @ts-ignore const output = await transcriber(audio, { chunk_length_s: 30, stride_length_s: 5, + // @ts-ignore callback_function: callback_function, // after each generation step chunk_callback: chunk_callback, // after each chunk is processed }); diff --git a/src/services/speech-recognition/whisper-ai.ts b/src/services/speech-recognition/whisper-ai.ts deleted file mode 100644 index 87690b5..0000000 --- a/src/services/speech-recognition/whisper-ai.ts +++ /dev/null @@ -1,83 +0,0 @@ -let whisperWorker: Worker; - -// @ts-ignore -import WhisperWorker from './worker?worker&inline' - -export async function loadTranscriber(model: string = "Xenova/whisper-tiny", timestamps: boolean, language: string): Promise { - return new Promise(async (resolve) => { - whisperWorker = new WhisperWorker(); - - whisperWorker.onmessage = async (e) => { - if (e.data.type === "loaded") { - resolve(); - } - } - - whisperWorker.postMessage({ - type: "load", - model, - timestamps, - language - }); - }); -} - -export function doLocalWhisper(audioFile: Blob, model: string = "Xenova/whisper-tiny") { - return new Promise((resolve, reject) => { - try { - const fileReader = new FileReader(); - fileReader.onloadend = async () => { - const audioCTX = new AudioContext({ - sampleRate: 16000, - }); - const arrayBuffer = fileReader.result as ArrayBuffer; - const audioData = await audioCTX.decodeAudioData(arrayBuffer); - - let audio; - if (audioData.numberOfChannels === 2) { - const SCALING_FACTOR = Math.sqrt(2); - - const left = audioData.getChannelData(0); - const right = audioData.getChannelData(1); - - audio = new Float32Array(left.length); - for (let i = 0; i < audioData.length; ++i) { - audio[i] = SCALING_FACTOR * (left[i] + right[i]) / 2; - } - } else { - // If the audio is not stereo, we can just use the first channel: - audio = audioData.getChannelData(0); - } - - whisperWorker.onmessage = async (e) => { - if (e.data.type === "transcribe") { - console.log("e.data.transcript", e.data.transcription) - - resolve(e.data); - } - else if (e.data.type === "transcribe-interim") { - window.dispatchEvent(new CustomEvent('interim-transcription', { - detail: { - message: e.data.transcription - } - })); - } - else if (e.data.type === "error") { - reject(e.data.error); - } - } - - whisperWorker.postMessage({ - type: "transcribe", - blob: audio, - model: model || "Xenova/whisper-tiny", - }) - - }; - fileReader.readAsArrayBuffer(audioFile); - } - catch (err) { - reject(err); - } - }) -} \ No newline at end of file diff --git a/src/services/summarization/summarization.ts b/src/services/summarization/summarization.ts index 18779bb..80c18fa 100644 --- a/src/services/summarization/summarization.ts +++ b/src/services/summarization/summarization.ts @@ -1,46 +1,33 @@ -let summaryWorker: Worker; +import { pipeline, env } from '@huggingface/transformers'; -// @ts-ignore -import SummaryWorker from './summary-worker?worker&inline'; +let summarizer: any = undefined; -export async function loadSummarizer(model: string = "Xenova/distilbart-cnn-6-6"): Promise { +export async function runSummarizer(text: string, model: string = "Xenova/distilbart-cnn-6-6") { return new Promise(async (resolve) => { - if (!summaryWorker) { - summaryWorker = new SummaryWorker(); - } - - summaryWorker.onmessage = async (e) => { - if (e.data.type === "loaded") { - resolve(); - } - } + if (!summarizer) { + await loadSummarizer(model); + }; - summaryWorker.postMessage({ - type: "load", - model - }); + const out = await summarizer(text); + resolve(out); }); } -export function doLocalSummarize(text: string) { - return new Promise((resolve, reject) => { - try { - summaryWorker.onmessage = async (e) => { - if (e.data.type === "summarize") { - resolve(e.data.summary); - } - else if (e.data.type === "error") { - reject(e.data.error); - } - } +async function loadSummarizer(model: string): Promise { + return new Promise(async (resolve) => { + if (!summarizer) { + env.allowLocalModels = false; + env.useBrowserCache = false; - summaryWorker.postMessage({ - type: "summarize", - text + summarizer = await pipeline('summarization', model || 'Xenova/distilbart-cnn-6-6', { + dtype: "fp32", + device: (navigator as any).ml ? "webnn" : "webgpu" }); + console.log("loaded summarizer", summarizer) + resolve(); } - catch (err) { - reject(err); + else { + resolve(); } }); } \ No newline at end of file diff --git a/src/services/summarization/summary-worker.ts b/src/services/summarization/summary-worker.ts deleted file mode 100644 index 82235af..0000000 --- a/src/services/summarization/summary-worker.ts +++ /dev/null @@ -1,57 +0,0 @@ -/* eslint-disable no-async-promise-executor */ -import { pipeline, env } from '@huggingface/transformers'; - -let summarizer: any = undefined; - -self.onmessage = async (e) => { - if (e.data.type === 'summarize') { - return new Promise((resolve) => { - console.log("in worker", e.data) - runSummarizer(e.data.text).then((summaryData: any) => { - self.postMessage({ - type: 'summarize', - summary: summaryData - }); - resolve(summaryData); - }) - }) - } - else if (e.data.type === "load") { - return new Promise(async (resolve) => { - await loadSummarizer(e.data.model); - - self.postMessage({ - type: 'loaded' - }); - resolve(summarizer); - }); - } - else { - return Promise.reject('Unknown message type'); - } -} - -async function runSummarizer(text: string) { - return new Promise(async (resolve) => { - const out = await summarizer(text); - resolve(out); - }); -} - -async function loadSummarizer(model: string): Promise { - return new Promise(async (resolve) => { - if (!summarizer) { - env.allowLocalModels = false; - env.useBrowserCache = false; - summarizer = await pipeline('summarization', model || 'Xenova/distilbart-cnn-6-6', { - dtype: "fp32", - device: (navigator as any).ml ? "webnn" : "webgpu" - }); - console.log("loaded summarizer", summarizer) - resolve(); - } - else { - resolve(); - } - }); -} \ No newline at end of file diff --git a/src/services/text-to-speech/text-to-speech.ts b/src/services/text-to-speech/text-to-speech.ts deleted file mode 100644 index b01001c..0000000 --- a/src/services/text-to-speech/text-to-speech.ts +++ /dev/null @@ -1,46 +0,0 @@ -let ttsWorker: Worker; - -// @ts-ignore -import TTSWorker from './tts-worker?worker&inline'; - -export async function loadTTS(model: string = "Xenova/mms-tts-eng"): Promise { - return new Promise(async (resolve) => { - if (!ttsWorker) { - ttsWorker = new TTSWorker(); - } - - ttsWorker.onmessage = async (e) => { - if (e.data.type === "loaded") { - resolve(); - } - } - - ttsWorker.postMessage({ - type: "load", - model - }); - }); -} - -export function doLocalTTS(text: string) { - return new Promise((resolve, reject) => { - try { - ttsWorker.onmessage = async (e) => { - if (e.data.type === "synthesizer") { - resolve(e.data.audio); - } - else if (e.data.type === "error") { - reject(e.data.error); - } - } - - ttsWorker.postMessage({ - type: "text-to-speech", - text - }); - } - catch (err) { - reject(err); - } - }); -} \ No newline at end of file diff --git a/src/services/text-to-speech/tts-worker.ts b/src/services/text-to-speech/tts-worker.ts deleted file mode 100644 index 9aca203..0000000 --- a/src/services/text-to-speech/tts-worker.ts +++ /dev/null @@ -1,56 +0,0 @@ -/* eslint-disable no-async-promise-executor */ -import { pipeline, env } from '@huggingface/transformers'; - -let synthesizer: any = undefined; - -self.onmessage = async (e) => { - if (e.data.type === 'text-to-speech') { - return new Promise((resolve) => { - console.log("in worker", e.data) - runSynthesizer(e.data.text).then((audioData: any) => { - self.postMessage({ - type: 'synthesizer', - audio: audioData.audio - }); - resolve(audioData.audio); - }) - }) - } - else if (e.data.type === "load") { - return new Promise(async (resolve) => { - await loadSynthesizer(e.data.model); - - self.postMessage({ - type: 'loaded' - }); - resolve(synthesizer); - }); - } - else { - return Promise.reject('Unknown message type'); - } -} - -async function runSynthesizer(text: string) { - return new Promise(async (resolve) => { - console.log("synthesizer", synthesizer, text) - const out = await synthesizer(text); - resolve(out); - }); -} - -async function loadSynthesizer(model: string): Promise { - console.log("loading synthesizer", synthesizer) - return new Promise(async (resolve) => { - if (!synthesizer) { - env.allowLocalModels = false; - env.useBrowserCache = false; - synthesizer = await pipeline('text-to-speech', model || 'Xenova/mms-tts-eng'); - console.log("loaded synthesizer", synthesizer) - resolve(); - } - else { - resolve(); - } - }); -} \ No newline at end of file diff --git a/src/services/text-to-speech/tts.ts b/src/services/text-to-speech/tts.ts new file mode 100644 index 0000000..2e5686f --- /dev/null +++ b/src/services/text-to-speech/tts.ts @@ -0,0 +1,31 @@ +/* eslint-disable no-async-promise-executor */ +import { pipeline, env } from '@huggingface/transformers'; + +let synthesizer: any = undefined; + +export async function runSynthesizer(text: string, model: string = "Xenova/mms-tts-eng") { + return new Promise(async (resolve) => { + console.log("synthesizer", synthesizer, text) + if (!synthesizer) { + await loadSynthesizer(model); + }; + const out = await synthesizer(text); + resolve(out); + }); +} + +async function loadSynthesizer(model: string): Promise { + console.log("loading synthesizer", synthesizer) + return new Promise(async (resolve) => { + if (!synthesizer) { + env.allowLocalModels = false; + env.useBrowserCache = false; + synthesizer = await pipeline('text-to-speech', model || 'Xenova/mms-tts-eng'); + console.log("loaded synthesizer", synthesizer) + resolve(); + } + else { + resolve(); + } + }); +} \ No newline at end of file diff --git a/vite.config.ts b/vite.config.ts index 2c6fd04..271c7b4 100644 --- a/vite.config.ts +++ b/vite.config.ts @@ -14,7 +14,7 @@ export default defineConfig({ }, build: { sourcemap: false, - assetsDir: "code", + assetsDir: "", cssMinify: true, target: "esnext", lib: {