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Papers Benchmarks Datasets Tasks

Speech Recognition research benchmarks – Page 6 · SOTA2 Research

Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Earnings-21 (test)

6.34WER

6

Feb 26, 2026

LibriSpeech-PC (test-other)

Zipformer-KD+LM

26.55PER

6

Feb 26, 2026

LibriSpeech-PC (test-clean)

Zipformer-KD+LM

27.24PER

6

Feb 26, 2026

MLS English (test)

4.2WER

6

Feb 26, 2026

12.24WER

6

Mar 18, 2026

German CommonVoice 6.1 (test)

wav2vec 2.0 XLS-R 1B + TEVR

3.64WER

6

Feb 26, 2026

BABEL Georgian ka (test)

24.3WER

6

Feb 26, 2026

BABEL Assamese as (test)

39WER

6

Feb 26, 2026

TI46 16-speaker speech

90.98Best Accuracy

6

Feb 26, 2026

Hub5'00 Full (test)

16WER

6

Feb 26, 2026

LibriSpeech 100h (dev-other)

Whisper-M + Llama 8B (4bit, r=4)

8.4WER

5

Jun 11, 2026

Block-Circulant RNN FFT8

0.14PER Degradation

5

Jun 5, 2026

CommonVoice French

8WER

5

May 19, 2026

CommonVoice German

6.6WER

5

May 19, 2026

Common Voice German (test)

12.94WER

5

Feb 26, 2026

Common Voice Polish (test)

3.61WER

5

Feb 26, 2026

Common Voice ZH

Step-Audio2-Mini

5.38WER

5

Feb 26, 2026

Multi-source Mandarin speech (test)

3.48CER

5

Feb 26, 2026

Librispeech 960h (test-clean)

2.11WER

5

Feb 26, 2026

MuST-C COMMON (test)

11.4WER

5

Feb 26, 2026

DIRHA English WSJ (simulated)

21.3WER (MFCC)

5

Feb 26, 2026

ResNet+LSTM1+LSTM2

9.2WER

5

Feb 26, 2026

9.7WER

5

Feb 26, 2026

10WER

5

Feb 26, 2026

ResNet+LSTM1+LSTM2

10.1WER

5

Feb 26, 2026

Page 6 of 9

Popular datasets

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