Whisper-Web

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Whisper-web is an ML-powered speech recognition tool that operates directly in your browser. It offers GPU acceleration and real-time transcription without server-side processing.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is whisper-web?

Whisper-web provides ML-powered speech recognition capabilities directly within your web browser, eliminating the need for server-side processing. Built with 🤗 Transformers.js, this tool allows for local audio processing and real-time transcription. It features experimental WebGPU support for enhanced GPU acceleration, which can significantly speed up recognition tasks. Users can clone the repository, install dependencies, and run a development server to access the tool locally. This makes it an ideal solution for developers and users who prioritize privacy and offline functionality for speech-to-text tasks.

Best used for

Ideal for content creators and developers who need to transcribe audio directly in their browser, process speech locally for privacy, and leverage GPU acceleration for faster results. Especially valuable for those building browser-based applications or requiring offline speech recognition capabilities.

Common actions

transcribe audio

process speech locally

accelerate speech recognition

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Capabilities

Key features

ML-powered speech recognition
In-browser operation
WebGPU support
Local audio processing
Real-time transcription

Target Audience

content creator

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

Does whisper-web require an internet connection to function?

No, whisper-web operates directly in your browser using local processing, meaning it does not require an active internet connection for speech recognition once the necessary models are loaded. This ensures privacy and offline functionality.

What is WebGPU support and how does it benefit whisper-web?

WebGPU support is an experimental feature that allows whisper-web to utilize your device's GPU for accelerated speech recognition. This can significantly improve the speed and efficiency of transcription tasks, especially for longer audio files.

Can I integrate whisper-web into my own web application?

Yes, as an open-source project built with 🤗 Transformers.js, whisper-web is designed to be integrated into other web applications. Developers can clone the repository and adapt the code for their specific needs.

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Coding & Development › Frontend & UI

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