whisper-asr-webservice

by Ahmet Öner

Dockerized Whisper REST API with multiple backends.

TL;DR

Dockerized Whisper REST API with multiple backends.

Best for self-hosted transcription API behind a load balancer. Pricing: free.

Category
Open source
License
—
Stars
—
Last push
—
Pricing
free
Platforms
Linux, Docker

What it is

One of the longest-running Whisper Docker images. Supports openai-whisper, faster-whisper, and whisperX backends through env vars. MIT.

Best for: Self-hosted transcription API behind a load balancer.
Watch out for: Single-request-at-a-time worker; no built-in queue for fan-out.

Install / use

docker pull onerahmet/openai-whisper-asr-webservice

Features

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

whisper-asr-webservice vs Whipscribe

Featurewhisper-asr-webserviceWhipscribe
CategoryOpen sourceTranscription APIs
Pricingfreefree beta
Speaker diarizationNoYes
Word timestampsYesYes
StreamingNoNo
Languages9999
PlatformsLinux, DockerWeb, API, MCP

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Whipscribe is a managed faster-whisper + whisperX 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.