faster-whisper-server

by fedirz

Don’t want to install faster-whisper-server? 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.

OpenAI-compatible /v1/audio/transcriptions endpoint over faster-whisper.

Linux, macOS, Docker  ·  free

TL;DR

Best for drop-in replacement for OpenAI's Whisper API on your own GPU. Pricing: free.

Category
Open source
License
MIT
Stars
★ 3.6k
Last push
2026-08-07
Pricing
free
Platforms
Linux, macOS, Docker

What it is

A FastAPI server that exposes the OpenAI Audio API on top of faster-whisper. Supports SSE streaming, language detection, model hot-swap. MIT.

Best for: Drop-in replacement for OpenAI's Whisper API on your own GPU.
Watch out for: Repo has been renamed/forked; single-tenant; no auth out of box.

Install / use

docker run fedirz/faster-whisper-server

What people actually do with faster-whisper-server-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 ↗

faster-whisper-server vs Whipscribe

Featurefaster-whisper-serverWhipscribe
CategoryOpen sourceTranscription APIs
Pricingfree$6–$24 one-time packs (credits never expire) · first 20 minutes free
Speaker identificationNoNamed in the summary, key quotes and chapters
Word timestampsYesYes
StreamingNoNo
Languages9999
PlatformsLinux, macOS, DockerWeb, API, MCP

Alternatives to faster-whisper-server

Frequently asked about faster-whisper-server

Is faster-whisper-server free?

Yes. faster-whisper-server is free and open source.

Does faster-whisper-server work on Mac, Windows and Linux?

faster-whisper-server runs on Linux, macOS and Docker.

How many languages does faster-whisper-server support?

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

Does faster-whisper-server identify different speakers?

No. faster-whisper-server does not label speakers; a conversation comes back as one continuous text. If you need speaker labels, that is a separate tool or a different service.

Does faster-whisper-server give word-level timestamps?

Yes — faster-whisper-server produces timing per word, which is what subtitle cues and clip boundaries need.

Can faster-whisper-server transcribe live audio?

No — faster-whisper-server works on finished files, not a live stream.

Is faster-whisper-server HIPAA compliant?

faster-whisper-server does not claim HIPAA compliance. For PHI, run it on infrastructure you control or choose a service that will sign a BAA.

What are the limitations of faster-whisper-server?

Repo has been renamed/forked; single-tenant; no auth out of box.

Who is faster-whisper-server best for?

Drop-in replacement for OpenAI's Whisper API on your own GPU.

Does faster-whisper-server run offline?

faster-whisper-server runs on your own machine — it is open source, so nothing leaves the computer unless you configure it to.

Can I use faster-whisper-server in the browser?

No — faster-whisper-server is a Linux, macOS and Docker application, not a web app. You install it rather than sign in to it.

Where is the faster-whisper-server source code?

On GitHub at github.com/fedirz/faster-whisper-server. It is maintained by fedirz.

What kind of tool is faster-whisper-server?

In this directory faster-whisper-server is filed under oss engine, server, openai compat as a open-source tool.

What are the alternatives to faster-whisper-server?

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

Can I automate faster-whisper-server-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.

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

Have the recording already?

Skip the setup and send the file or the link: see how to transcribe an MP3 of any length, a podcast episode as text from its link and an SRT subtitle file from any recording.

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 transcription services from $6.