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Libri3mix dataset and benchmarks · SOTA2 Research

Research Datasets

Libri3mix

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-talker Automatic Speech Recognition

Libri3Mix Clean (dev)

8.6WER

17

Multi-talker Automatic Speech Recognition

Libri3Mix Noisy (dev)

18.8WER

17

Source Separation

Libri3Mix Noisy (test)

15SI-SNRi

5

Speech Separation

Libri3mix noisy 8 kHz (test)

13.4Delta SI-SDR

5

Multi-speaker ASR

Libri3Mix mixboth

26.4WER

4

Target-speaker Automatic Speech Recognition

Libri3Mix Clean

9.7tcpWER

3

Target-speaker Automatic Speech Recognition

Libri3Mix Both

19.9tcpWER

3

Multi-speaker ASR

Libri3Mix mixclean

15.9WER

2

Popular tasks

Target-speaker Automatic Speech Recognition Multi-talker Automatic Speech Recognition Multi-speaker ASR Speech Separation Source Separation

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