Datasets:

sdialog
/

voices-asrfairness

language:
  - en
tags:
  - audio
  - speech
  - speaker-identification
  - speaker-verification
  - text-to-speech
  - voice-cloning
license: cc-by-sa-4.0
pretty_name: ASR Fairness Dataset Speaker Voices
configs:
  - config_name: default
    data_files:
      - split: train
        path: audio/*.wav

ASR Fairness Dataset voice samples for SDialog

Fair-Speech dataset, a public corpus containing 26,500 utterances from 593 compensated U.S. participants with self-reported demographics including age, gender, ethnicity, location, and native language status.
The dataset spans seven voice assistant domains: music, capture, utilities, notification control, messaging, calling, and dictation.

Total number of unique speakers: 593
Total number of utterances: 26,471
Average per utterance length: 7.42 seconds
100% US (excludes speakers in IL, WA and TX)

https://ai.meta.com/datasets/speech-fairness-dataset/
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition
- https://arxiv.org/pdf/2506.10747v1
- code: https://github.com/JongSuk1/FairASR