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Automatic Speech Recognition research benchmarks – Page 20 · SOTA2 Research

Automatic Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

16.17WER

7

Feb 26, 2026

0.038WER

7

Feb 26, 2026

Dialog-Accented English

0.161WER

7

Feb 26, 2026

7.39WER

7

Feb 26, 2026

11.96CER

7

Feb 26, 2026

14.05WER

7

Feb 26, 2026

Efficient Conformer

11.63WER

7

Feb 26, 2026

7.17WER

7

Feb 26, 2026

5WER

7

Feb 26, 2026

Average-4 AISHELL-1, AISHELL-2 iOS, WenetSpeech ws_net/ws_meeting

0.031CER

7

Feb 26, 2026

5.26WER

7

Apr 28, 2026

English Hardcase (test)

93.72F1 Score

7

Feb 26, 2026

CORAAL (interview)

Whisper (real label)

17.9WER

7

Feb 26, 2026

ATIS airline info

Whisper (real label)

2WER

7

Feb 26, 2026

Common Voice Singaporean

Whisper (real label)

4.9WER

7

Feb 26, 2026

Common Voice Indian

Whisper (real label)

0.057WER

7

Feb 26, 2026

Common Voice Australian

Whisper (real label)

4.3WER (%)

7

Feb 26, 2026

Common Voice African

Whisper (real label)

4.6WER

7

Feb 26, 2026

Whisper (real label)

38.6WER

7

Feb 26, 2026

LibriSpeech-FreeSound (car)

Whisper (real label)

2.4WER (%)

7

Feb 26, 2026

LibriSpeech-FreeSound airport

Whisper (real label)

0.145WER

7

Feb 26, 2026

LibriSpeech-FreeSound (babble)

Whisper (real label)

27.2WER

7

Feb 26, 2026

mTEDx Es-En v1.0 (test)

58.8ASR chrF

7

Feb 26, 2026

Europarl-ST Es-En v1.0 (test)

0.62ASR-chrF

7

Feb 26, 2026

CoVoST-2 En-Es v1.0 (test)

64.2chrF

7

Feb 26, 2026

Page 20 of 38

Popular datasets

LibriSpeech FLEURS Common Voice AISHELL Multilingual ASR Corpus

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