metadata
license: other
license_name: custom
license_link: LICENSE
language:
- en
tags:
- speech
- speech-to-text
- LLMs
- language
- whisper
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: train
path: data/train-*.parquet
Dataset for paper: "Sorry, I Didn't Catch That": How Speech Models Miss What Matters Most
https://arxiv.org/abs/2602.12249
Forbidden Uses:
- Generating, enabling, or promoting hate speech, harassment, discrimination, misinformation, or culturally offensive or harmful content
- Voice cloning, speaker impersonation, or the creation of synthetic voices intended to resemble or replicate any participant
- Attempting to identify, re-identify, or infer the identity of any participant, including attempts to extract personally identifiable information from the audio or associated metadata
- Any commercial, for-profit, or revenue-generating use, including product development, advertising, or monetized services
- Any use that misrepresents, stereotypes, or falsely attributes characteristics, language abilities, accents, or identities to the speakers
- Redistribution of the dataset under terms that conflict with or weaken these restrictions
Participants were recruited via Prolific and paid $18 USD an hour for their contributions. IRB was reviewed by NorthStar IRB and participants gave consent to have their anonymized audio clips be publicly shared for research.