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boazchung

Rename asr-non-english.html to src-bk/asr-non-english.html

b842ae6 verified over 2 years ago

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	<!DOCTYPE html>
	<html lang="en">

	<head>
	<meta charset="UTF-8">
	<title>Automatic Speech Recognition - Hugging Face Transformers.js</title>

	<script type="module">
	// Import the library
	import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers@2.5.4';

	// Make it available globally
	window.pipeline = pipeline;
	</script>

	<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.0/dist/css/bootstrap.min.css" rel="stylesheet">

	<link rel="stylesheet" href="css/styles.css">
	</head>

	<body>
	<div class="container-main">
	<!-- Page Header -->
	<div class="header">
	<div class="header-logo">
	<img src="images/logo.png" alt="logo">
	</div>
	<div class="header-main-text">
	<h1>Hugging Face Transformers.js</h1>
	</div>
	<div class="header-sub-text">
	<h3>Free AI Models for JavaScript Web Development</h3>
	</div>
	</div>
	<hr> <!-- Separator -->

	<!-- Back to Home button -->
	<div class="row mt-5">
	<div class="col-md-12 text-center">
	<a href="index.html" class="btn btn-outline-secondary"
	style="color: #3c650b; border-color: #3c650b;">Back to Main Page</a>
	</div>
	</div>

	<!-- Content -->
	<div class="container mt-5">
	<!-- Centered Titles -->
	<div class="text-center">
	<h2>Audio</h2>
	<h4>Automatic Speech Recognition - French</h4>
	</div>

	<!-- Actual Content of this page -->
	<div id="transcribe-non-english-container" class="container mt-4">
	<h5>Transcribe French:</h5>
	<div class="d-flex align-items-center">
	<label for="transcribeNonEnglishURLText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter
	audio URL:</label>
	<input type="text" class="form-control flex-grow-1" id="transcribeNonEnglishURLText"
	value="https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/french-audio.mp3"
	placeholder="Enter audio" style="margin-right: 15px; margin-left: 15px;">
	<button id="TranscribeNonEnglishButton" class="btn btn-primary" onclick="transcribeNonEnglish()">Transcribe</button>
	</div>
	<div class="mt-4">
	<h4>Output:</h4>
	<pre id="outputArea"></pre>
	</div>
	</div>

	<hr> <!-- Line Separator -->

	<div id="transcribe-non-english-local-container" class="container mt-4">
	<h5>Transcribe French a Local File:</h5>
	<div class="d-flex align-items-center">
	<label for="transcribeNonEnglishLocalFile" class="mb-0 text-nowrap"
	style="margin-right: 15px;">Select Local Audio:</label>
	<input type="file" id="transcribeNonEnglishLocalFile" accept="audio/*" />
	<button id="TranscribeNonEnglishButtonLocal" class="btn btn-primary"
	onclick="transcribeNonEnglishLocal()">Transcribe</button>
	</div>
	<div class="mt-4">
	<h4>Output:</h4>
	<pre id="outputAreaLocal"></pre>
	</div>
	</div>

	<hr> <!-- Line Separator -->

	<div id="transcribe-to-english-container" class="container mt-4">
	<h5>Translate French to English:</h5>
	<div class="d-flex align-items-center">
	<label for="transcribeToEnglishURLText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter
	audio URL:</label>
	<input type="text" class="form-control flex-grow-1" id="transcribeToEnglishURLText"
	value="https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/french-audio.mp3"
	placeholder="Enter audio" style="margin-right: 15px; margin-left: 15px;">
	<button id="TranscribeToEnglishButton" class="btn btn-primary" onclick="transcribeToEnglish()">Transcribe</button>
	</div>
	<div class="mt-4">
	<h4>Output:</h4>
	<pre id="outputAreaToEnglish"></pre>
	</div>
	</div>

	<!-- Back to Home button -->
	<div class="row mt-5">
	<div class="col-md-12 text-center">
	<a href="index.html" class="btn btn-outline-secondary"
	style="color: #3c650b; border-color: #3c650b;">Back to Main Page</a>
	</div>
	</div>
	</div>
	</div>

	<script>

	let transcriber;

	// Initialize the sentiment analysis model
	async function initializeModel() {
	transcriber = await pipeline('automatic-speech-recognition', 'Xenova/whisper-small');

	}

	async function transcribeNonEnglish() {
	const textFieldValue = document.getElementById("transcribeNonEnglishURLText").value.trim();

	let result = await transcriber(textFieldValue, { language: 'french', task: 'transcribe' })

	document.getElementById("outputArea").innerText = JSON.stringify(result, null, 2);
	}

	async function transcribeNonEnglishLocal() {
	const fileInput = document.getElementById("transcribeNonEnglishLocalFile");
	const file = fileInput.files[0];

	if (!file) {
	alert('Please select an audio file first.');
	return;
	}

	// Create a Blob URL from the file
	const url = URL.createObjectURL(file);

	let result = await transcriber(url, { language: 'french', task: 'transcribe' })

	document.getElementById("outputAreaLocal").innerText = JSON.stringify(result, null, 2);
	}

	async function transcribeToEnglish() {
	const textFieldValue = document.getElementById("transcribeToEnglishURLText").value.trim();

	let result = await transcriber(textFieldValue, { language: 'french', task: 'translate' })

	document.getElementById("outputAreaToEnglish").innerText = JSON.stringify(result, null, 2);
	}

	// Initialize the model after the DOM is completely loaded
	window.addEventListener("DOMContentLoaded", initializeModel);
	</script>
	</body>

	</html>