Datasets › CrowdSpeech

CrowdSpeech

Introduced by Nikita Pavlichenko et al. in CrowdSpeech and VoxDIY: Benchmark Datasets for Crowdsourced Audio Transcription2 Jul 2021 archive 2025-07-28

CrowdSpeech is a publicly available large-scale dataset of crowdsourced audio transcriptions. It contains annotations for more than 20 hours of English speech from more than 1,000 crowd workers.

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Crowdsourced Text Aggregation CrowdSpeech test-clean ROVER Word Error Rate (WER) 7.29 CrowdSpeech and VoxDIY: Benchmark Datasets for... Toloka/CrowdSpeech 3 Compare
Crowdsourced Text Aggregation CrowdSpeech test-other ROVER Word Error Rate (WER) 13.41 CrowdSpeech and VoxDIY: Benchmark Datasets for... Toloka/CrowdSpeech 3 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
CrowdSpeech and VoxDIY: Benchmark Datasets for Crowdsourced Audio Transcription 1 6 2 Jul 2021 not harvested

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

Attribution 4.0 International

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • CrowdSpeech
  • CrowdSpeech test-clean
  • CrowdSpeech test-other

3 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections