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Automatic Speech Recognition research benchmarks – Page 36 · SOTA2 Research

Automatic Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

10WER

2

Mar 18, 2026

25.8WER

2

Mar 18, 2026

Euphonia Severity Severe

Universal Personalizer

26.7WER

2

Feb 26, 2026

Euphonia Severity Moderate

Universal Personalizer

0.112WER

2

Feb 26, 2026

Euphonia Severity Mild

Universal Personalizer

0.042WER

2

Feb 26, 2026

Indonesian Synthetic Clean Speech (dev)

Whisper (Stutter only)

5.4WER

2

Feb 26, 2026

Indonesian Synthetic Stuttered Speech (dev)

Whisper (Stutter only)

10.1WER

2

Feb 26, 2026

Russian long audio lectures (test)

0.107WER

2

Feb 26, 2026

Artificial Dataset clean (test)

2.49CER

2

Feb 26, 2026

13 Chinese dialect evaluation sets

19.09Average WER

2

Feb 26, 2026

LibriSpeech other 50h (test)

23.12WER

2

Feb 26, 2026

LibriSpeech clean 50h (test)

10.84WER

2

Feb 26, 2026

LibriSpeech 50h (dev-other)

22.5WER

2

Feb 26, 2026

LibriSpeech clean 50h (dev)

10.54WER

2

Feb 26, 2026

LibriSpeech clean 10h (test)

28.46Word Error Rate

2

Feb 26, 2026

LibriSpeech clean 10h (dev)

0.283Word Error Rate

2

Feb 26, 2026

3.3WER

2

Feb 26, 2026

English (US) Voice Search (VS) 34kh (test)

4.1WER (%)

2

Feb 26, 2026

VoxForge (our split)

ESPnet Transformer

9.1CER

2

Feb 26, 2026

JSUT (our split)

ESPnet Transformer

18.7CER

2

Feb 26, 2026

Fisher-CALLHOME Spanish (test)

ESPnet Transformer

24.4WER

2

Feb 26, 2026

Fisher-CALLHOME Spanish (dev)

ESPnet Transformer

27WER

2

Feb 26, 2026

ESPnet Transformer

6CER

2

Feb 26, 2026

LRS3 v0.0 (test)

1.3WER

2

Feb 26, 2026

Internal English video noisy (test)

21.25WER

2

Feb 26, 2026

Page 36 of 38

Popular datasets

LibriSpeech FLEURS Common Voice AISHELL Multilingual ASR Corpus

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