mlcommons / mlcommons/inference
Where's Whisper's calibration dataset?
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 1.6k
- Forks
- 650
- Avg merge
- 1d 22h
- Merged PRs (30d)
- 6
Description
Hi,
https://docs.mlcommons.org/inference/benchmarks/speech_to_text/get-whisper-data/ mentions that this will download the "validation and calibration datasets and do the necessary preprocessing", but it's not obvious to me which part of this is meant to be used for calibration.
My data directory contains:
LibriSpeech dev-all dev-all-repack dev-all-repack.json dev-all.json whisper-dataset.md5
Any pointers are very appreciated!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked get-whisper-data documentation and compare its described outputs with the listed LibriSpeech and dev-all files. Clarify which downloaded data is used for calibration, and update the documentation so the calibration subset is explicitly identified.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- machine-learning
- Domain
- documentation
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100