146 lines
4.9 KiB
JavaScript
146 lines
4.9 KiB
JavaScript
import { pipeline, env } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers@2.17.2';
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import * as OpenCC from 'https://cdn.jsdelivr.net/npm/opencc-js@1.0.5/+esm';
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env.allowLocalModels = false;
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let progressCallback = (progress) => {
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const status = document.getElementById('status');
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if (progress.status === 'progress') {
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const pct = progress.progress != null ? ` ${Math.round(progress.progress)}%` : '';
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status.textContent = `Downloading model... ${progress.file}${pct}`;
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} else if (progress.status === 'done') {
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status.textContent = 'Model loaded';
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}
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};
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env.progress_callback = progressCallback;
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const languageSelect = document.getElementById('language');
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const recordBtn = document.getElementById('record-btn');
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const stopBtn = document.getElementById('stop-btn');
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const fileInput = document.getElementById('file-input');
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const uploadBtn = document.getElementById('upload-btn');
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const output = document.getElementById('output');
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const status = document.getElementById('status');
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const copyBtn = document.getElementById('copy-btn');
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let recognition;
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let transcriber = null;
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let currentModel = null;
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const getModelForLanguage = (_lang) => 'Xenova/whisper-small';
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fileInput.addEventListener('change', () => {
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uploadBtn.disabled = !fileInput.files.length;
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});
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const extractAudio = async (file) => {
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status.textContent = `Reading file... (${(file.size / 1024 / 1024).toFixed(1)} MB)`;
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const arrayBuffer = await file.arrayBuffer();
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status.textContent = 'Decoding audio... (page may be briefly unresponsive)';
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await new Promise(r => setTimeout(r, 100));
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const audioContext = new AudioContext({ sampleRate: 16000 });
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const audioBuffer = await new Promise((resolve, reject) => {
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audioContext.decodeAudioData(arrayBuffer, resolve, reject);
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});
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status.textContent = `Audio decoded (${Math.round(audioBuffer.duration)}s)`;
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await audioContext.close();
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return audioBuffer.getChannelData(0);
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};
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uploadBtn.addEventListener('click', async () => {
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const file = fileInput.files[0];
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if (!file) return;
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uploadBtn.disabled = true;
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output.textContent = '';
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try {
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const selectedLang = languageSelect.value;
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const modelName = getModelForLanguage(selectedLang);
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if (!transcriber || currentModel !== modelName) {
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status.textContent = 'Downloading model...';
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transcriber = await pipeline('automatic-speech-recognition', modelName);
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currentModel = modelName;
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}
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status.textContent = 'Processing audio...';
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const audio = await extractAudio(file);
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status.textContent = 'Transcribing...';
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const langCode = selectedLang.split('-')[0];
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const result = await transcriber(audio, {
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language: langCode,
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chunk_length_s: 30,
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stride_length_s: 5,
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return_timestamps: false
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});
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let text = result.text;
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if (selectedLang === 'zh-CN') {
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const converter = OpenCC.Converter({ from: 'tw', to: 'cn' });
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text = converter(text);
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}
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output.textContent = text;
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copyBtn.style.display = 'block';
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status.textContent = 'Complete';
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} catch (err) {
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status.textContent = `Error: ${err.message}`;
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} finally {
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uploadBtn.disabled = false;
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}
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});
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recordBtn.addEventListener('click', async () => {
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try {
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await navigator.mediaDevices.getUserMedia({ audio: true });
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const SpeechRecognition = window.SpeechRecognition || window.webkitSpeechRecognition;
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if (!SpeechRecognition) {
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status.textContent = 'Speech recognition not supported in this browser';
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return;
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}
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recognition = new SpeechRecognition();
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recognition.continuous = true;
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recognition.interimResults = true;
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recognition.lang = languageSelect.value;
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let transcript = '';
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recognition.onresult = (event) => {
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let interim = '';
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for (let i = event.resultIndex; i < event.results.length; i++) {
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if (event.results[i].isFinal) {
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transcript += event.results[i][0].transcript + ' ';
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} else {
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interim += event.results[i][0].transcript;
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}
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}
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output.textContent = transcript + interim;
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copyBtn.style.display = 'block';
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};
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recognition.start();
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recordBtn.disabled = true;
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stopBtn.disabled = false;
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status.textContent = 'Recording...';
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} catch (err) {
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status.textContent = 'Microphone access denied';
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}
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});
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stopBtn.addEventListener('click', () => {
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if (recognition) {
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recognition.stop();
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recordBtn.disabled = false;
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stopBtn.disabled = true;
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status.textContent = 'Recording stopped';
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}
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});
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copyBtn.addEventListener('click', () => {
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navigator.clipboard.writeText(output.textContent);
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status.textContent = 'Copied to clipboard';
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});
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