Datasets › Libri-Light
Libri-Light
Libri-Light is a collection of spoken English audio suitable for training speech recognition systems under limited or no supervision. It is derived from open-source audio books from the LibriVox project. It contains over 60K hours of audio.
Source: Libri-Light: A Benchmark for ASR with Limited or No Supervision
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Speech Recognition | Libri-Light test-clean | wav2vec 2.0 Large-10h-LV-60k Word Error Rate (WER) 2.5 | wav2vec 2.0: A Framework for Self-Supervised Learning of... | huggingface/transformers +24 | 5 | Compare |
| Speech Recognition | Libri-Light test-other | wav2vec 2.0 Large-10h-LV-60k Word Error Rate (WER) 5.0 | wav2vec 2.0: A Framework for Self-Supervised Learning of... | huggingface/transformers +24 | 5 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers 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 194. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations | 25 | 2 | 20 Jun 2020 | ran 2 of 9 samples (7 unverified; 2 pointer-only for licence) |
| Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization | 1 | 2 | 29 May 2020 | not harvested |
| Libri-Light: A Benchmark for ASR with Limited or No Supervision | 2 | 6 | 17 Dec 2019 | ran 2 of 14 samples (12 unverified; 14 pointer-only for licence) |
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
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- Libri-Light 60k, test-clean
- Libri-Light 60k
- Libri-Light test-clean
- Libri-Light test-other
- Libri-Light
5 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