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Libri-Light dataset and benchmarks · SOTA2 Research

Research Datasets

Libri-Light

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Spoken Language Modeling

Libri-Light 6k

71.89sWUGGY (all)

9

Acoustic unit discovery

Libri-Light other (test)

8.14ABX Error (Within Speaker)

9

Acoustic unit discovery

Libri-Light clean (test)

5.83ABX Error (Within Speaker)

9

Phoneme Recognition

Libri-Light other (test)

48.93PER

8

Phoneme Recognition

Libri-Light clean (test)

32.67PER

8

Phoneme Recognition

Libri-Light other (dev)

46.67PER

8

Phoneme Recognition

Libri-Light clean (dev)

31.16PER

8

Self-supervised pretraining

Libri-Light 6k

23Pretraining Time (hr)

7

Speech Meaningfulness Evaluation

Libri-Light LL-OTHER

4.05MMOS

5

Popular tasks

Phoneme Recognition Acoustic unit discovery Speech Meaningfulness Evaluation Spoken Language Modeling Self-supervised pretraining

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