Whisper WebGPU

by Xenova / Hugging Face

Don’t want to sign up for Whisper WebGPU? Drop the file here.

The first 20 minutes of any recording are transcribed free: a recording up to 20 minutes transcribes in full, a longer one is previewed, and a pack from $6 (500 minutes) transcribes the rest and opens every export, and credits never expire.

GPU-accelerated Whisper inference in the browser via WebGPU.

Web (Chrome/Edge with WebGPU)  ·  free

TL;DR

Best for real-time Whisper transcription in the browser with on-device GPU acceleration. Pricing: free.

Category
Products
License
Apache-2.0
Stars
★ 16.2k
Last push
2026-07-31
Pricing
free
Platforms
Web (Chrome/Edge with WebGPU)

What it is

A WebGPU build of Whisper running through Transformers.js. Significantly faster than the WebAssembly path and the closest in-browser experience to native inference.

Best for: Real-time Whisper transcription in the browser with on-device GPU acceleration.
Watch out for: Requires WebGPU-capable browser (Chrome 113+, Edge); model weights cached after first download.

Install / use

Go to Whisper WebGPU huggingface.co

What people actually do with Whisper WebGPU-style transcription

The tool is the means. These are the jobs — each one priced at published rates, each one wired up on its own page.

Wire it into Amazon S3n8nMake.comGoogle DriveZapierSlack

Features

Speaker diarizationNo
Word-level timestampsYes
Streaming / real-timeNo
Languages supported99
HIPAA eligibleNo

Links

GitHub repo ↗

Whisper WebGPU vs Whipscribe

FeatureWhisper WebGPUWhipscribe
CategoryProductsTranscription APIs
PricingNot verified$6–$24 one-time packs (credits never expire) · first 20 minutes free
Speaker identificationNot verifiedNamed in the summary, key quotes and chapters
Word timestampsNot verifiedYes
StreamingNot verifiedNo
Languages9999
PlatformsWeb (Chrome/Edge with WebGPU)Web, API, MCP

Alternatives to Whisper WebGPU

Frequently asked about Whisper WebGPU

Is Whisper WebGPU free?

Yes. Whisper WebGPU is free.

Does Whisper WebGPU work on Mac, Windows and Linux?

Whisper WebGPU runs on Web (Chrome/Edge with WebGPU). It is not listed for other platforms; check the vendor for anything beyond Web (Chrome/Edge with WebGPU).

How do I get started with Whisper WebGPU?

There is nothing to install — Whisper WebGPU is used in the browser. Create an account on the vendor's site and upload or connect your audio.

How many languages does Whisper WebGPU support?

Whisper WebGPU lists 99 languages. That is the Whisper-family multilingual set, so quality varies by language — English and the large European languages are strongest.

What are the limitations of Whisper WebGPU?

Requires WebGPU-capable browser (Chrome 113+, Edge); model weights cached after first download.

Who is Whisper WebGPU best for?

Real-time Whisper transcription in the browser with on-device GPU acceleration.

Is Whisper WebGPU open source?

No. Whisper WebGPU is a proprietary product from Xenova / Hugging Face. If you need source you can read and run yourself, the open-source tools in this directory are the place to look.

Can I use Whisper WebGPU in the browser?

No — Whisper WebGPU is a Web (Chrome/Edge with WebGPU) application, not a web app. You install it rather than sign in to it.

Where is the Whisper WebGPU source code?

On GitHub at github.com/xenova/transformers.js. It is maintained by Xenova / Hugging Face.

What kind of tool is Whisper WebGPU?

In this directory Whisper WebGPU is filed under web app, on device, open source as a product.

What are the alternatives to Whisper WebGPU?

There is a side-by-side page at /tools/whisper-webgpu-alternatives comparing Whisper WebGPU with the closest tools in the same category on price, platform and features.

Can I automate Whisper WebGPU-style transcription without running it myself?

Yes. If what you want is transcripts rather than the tool itself, Whipscribe does the same job as a hosted API: submit a file or URL, poll a job id, pull the result as txt, json, srt, vtt or docx. $0.012 a minute — about $0.72 an audio hour — bought as credits that never expire. The automation recipes on this site show it wired to Drive folders, Zoom recordings, S3 buckets and no-code platforms.

How is Whipscribe different from Whisper WebGPU?

Whisper WebGPU is another vendor's product; Whipscribe is a per-minute transcription service. Recordings are transcribed on our own servers and never used for training, and every job returns five formats plus an AI summary, quotes and topics. The first 20 minutes of any recording are transcribed free, and a pack from $6 (500 minutes) transcribes the rest and opens every export.

What does transcription cost if I use Whipscribe instead of Whisper WebGPU?

$0.012 a minute — about $0.72 an audio hour — bought as credits that never expire. There is no subscription and no monthly minimum: a 3-hour recording is about $2.16, a thousand-hour archive is about $720 once. The first 20 minutes of any recording are transcribed free, and a pack from $6 (500 minutes) transcribes the rest and opens every export, so you can see what your recording holds before paying anything.

Where is the Whisper WebGPU category heading?

Three things are moving across the whole speech-to-text market right now: summaries, action items and speaker insights generated on top of the transcript rather than sold separately; private, secured deployment where the audio never leaves a boundary you control; and agent access — transcription exposed as a tool that Claude, Cursor or a workflow runner can call directly. Whipscribe ships all three today: per-job insights, our own servers, and an MCP server.

Whipscribe is a hosted transcription service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.

Transcribe your recordings

Explore

Long recording to get through?

One file up to 10 hours, as an upload or a link: see MP3 to text for long recordings, how to transcribe a podcast and the SRT file generator.

Rather have it done for you?

Free tools cost setup time. When you want a finished transcript instead: see how the best transcription services compare, cheap transcription services and the real cost per hour and our transcription service with prices and turnaround.