Wav2vec2 Large Xlsr 53 English

🚀 Wav2Vec2 English ASR Model for Transformers.js

This project provides the jonatasgrosman/wav2vec2-large-xlsr-53-english model with ONNX weights, making it compatible with Transformers.js for speech recognition.

🚀 Quick Start

This model from https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-english is converted to ONNX weights to work with Transformers.js.

📦 Installation

If you haven't already, you can install the Transformers.js JavaScript library from NPM using the following command:

npm i @huggingface/transformers

💻 Usage Examples

Basic Usage

import { pipeline } from '@huggingface/transformers';

// Create an Automatic Speech Recognition pipeline
const transcriber = await pipeline('automatic-speech-recognition', 'Xenova/wav2vec2-large-xlsr-53-english');

// Transcribe audio
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/jfk.wav';
const output = await transcriber(url);
// { text: 'and so my fellow america ask not what your country can do for you ask what you can do for your country' }

⚠️ Important Note

Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web - ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).