MLflow

by LF AI / Databricks

Track / serve Whisper experiments and model registry.

TL;DR

Track / serve Whisper experiments and model registry.

Best for aSR-team experiment tracking + model promotion to staging. Pricing: free.

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

What it is

The standard open-source ML lifecycle tool. Apache-2.0.

Best for: ASR-team experiment tracking + model promotion to staging.
Watch out for: Generic — bring your own ASR code.

Install / use

pip install mlflow

Features

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

MLflow vs Whipscribe

FeatureMLflowWhipscribe
CategoryOpen sourceTranscription APIs
Pricingfreefree beta
Speaker diarizationNoYes
Word timestampsYesYes
StreamingNoNo
Languages9999
PlatformsLinux, macOS, WindowsWeb, 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.