CREMA-D

by CMU / Penn

Don’t want to install CREMA-D? 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.

7442 audio-visual emotional speech clips from 91 actors — open SER corpus.

GitHub  ·  free

TL;DR

Best for open SER with demographic diversity (gender, race, age). Pricing: free.

Category
Open source
License
NOASSERTION
Stars
★ 543
Last push
2025-03-21
Pricing
free
Platforms
GitHub

What it is

CREMA-D is 7442 audio-visual clips from 91 actors of diverse demographics across 6 emotions. The most demographically diverse open SER corpus. License: ODC-By 1.0.

Best for: Open SER with demographic diversity (gender, race, age).
Watch out for: ODC-By 1.0 · 91 actors across ethnicities · 6 emotion classes. Cite: Cao et al., IEEE TAC 2014.

Install / use

What people actually do with CREMA-D-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 ZapierMake.comAmazon S3SlackGoogle DriveEmergent

Features

Speaker diarizationNo
Word-level timestampsNo
Streaming / real-timeNo
Languages supported1
HIPAA eligibleNo

Links

GitHub repo ↗

CREMA-D vs Whipscribe

FeatureCREMA-DWhipscribe
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 timestampsNoYes
StreamingNoNo
Languages199
PlatformsGitHubWeb, API, MCP

Alternatives to CREMA-D

Frequently asked about CREMA-D

Is CREMA-D free?

Yes. CREMA-D is free and open source.

Does CREMA-D work on Mac, Windows and Linux?

CREMA-D runs on GitHub. It is not listed for other platforms; check the vendor for anything beyond GitHub.

How many languages does CREMA-D support?

CREMA-D lists 1 languages.

Does CREMA-D identify different speakers?

No. CREMA-D 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 CREMA-D give word-level timestamps?

No — CREMA-D produces segment or sentence timing only, so subtitle cues can land mid-word.

Can CREMA-D transcribe live audio?

No — CREMA-D works on finished files, not a live stream.

Is CREMA-D HIPAA compliant?

CREMA-D 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 CREMA-D?

ODC-By 1.0 · 91 actors across ethnicities · 6 emotion classes. Cite: Cao et al., IEEE TAC 2014.

Who is CREMA-D best for?

Open SER with demographic diversity (gender, race, age).

Does CREMA-D run offline?

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

Can I use CREMA-D in the browser?

No — CREMA-D is a GitHub application, not a web app. You install it rather than sign in to it.

Where is the CREMA-D source code?

On GitHub at github.com/CheyneyComputerScience/CREMA-D. It is maintained by CMU / Penn.

What kind of tool is CREMA-D?

In this directory CREMA-D is filed under dataset as a open-source tool.

What are the alternatives to CREMA-D?

There is a side-by-side page at /tools/crema-d-alternatives comparing CREMA-D with the closest tools in the same category on price, platform and features.

Can I automate CREMA-D-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

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Have the recording already?

Skip the setup and send the file or the link: see transcribing a long MP3 or M4A, a podcast episode as text from its link and the SRT file generator.

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