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Papers Benchmarks Datasets Tasks

Automatic Speech Recognition research benchmarks – Page 38 · SOTA2 Research

Automatic Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AphasiaBank Control

4.03WER Range

1

May 11, 2026

Bengali YouTube Competition (private)

Full FT, A100, 12 epochs

15.551WER

1

Mar 23, 2026

OpenSLR-54 (test)

fine-tuned Wav2Vec2 XLS-R

16.82WER

1

Mar 4, 2026

TORGO + LibriSpeech Text

13.98WER (Severe)

1

Mar 4, 2026

Common Voice Bangla

25.24WER

1

Feb 26, 2026

Bengali News Corpus

26WER

1

Feb 26, 2026

Bengali Broadcast Speech

B. Purkaystha et al.

8.2WER

1

Feb 26, 2026

English (US) Voice Search (VS) 1000h (test)

5WER

1

Feb 26, 2026

English (US) Voice Search 100h (test)

6.9WER

1

Feb 26, 2026

Learner data (5-fold)

—

—Primary metric

0

Feb 26, 2026

Page 38 of 38

Popular datasets

LibriSpeech FLEURS Common Voice AISHELL Multilingual ASR Corpus

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