Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Automatic Speech Recognition research benchmarks – Page 17 · SOTA2 Research

Automatic Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

L2-Arctic Arabic and Vietnamese accents (test)

20.3WER (ARB)

8

Feb 26, 2026

L2-Arctic Chinese and Vietnamese accents (test)

25.3WER (CHN)

8

Feb 26, 2026

L2-Arctic Arabic and Chinese accents (test)

20.3WER (Arabic)

8

Feb 26, 2026

IndicTTS Assamese and Rajasthani accents

20.1WER (Assamese)

8

Feb 26, 2026

IndicTTS Malayalam and Rajasthani accents

15WER (MAL)

8

Feb 26, 2026

IndicTTS Assamese and Malayalam accents

19.7ASM-WER

8

Feb 26, 2026

L2-ARCTIC created subset

11.67Error Rate (ZH)

8

Feb 26, 2026

Hub5 2000 (test)

Single headed attention based sequence-to-sequence model

4.7WER (SWB)

8

Feb 26, 2026

AMI SDM English (eval)

ConformerXXL-RNNT-P

17.7WER

8

Feb 26, 2026

Single headed attention based sequence-to-sequence model

5.2WER (SWB)

8

Feb 26, 2026

0.298WER

8

Feb 26, 2026

30.71WER (NBL)

7

Jul 3, 2026

Swivuriso (dev test)

34.27WER (NBL)

7

Jul 3, 2026

LibriSpeech + NOISEX-92 clean babble noise (test)

12.78WER (0 dB SNR)

7

Jun 18, 2026

LibriSpeech NOISEX-92 clean pink noise (test)

10.92WER (0 dB)

7

Jun 18, 2026

LibriSpeech + NOISEX-92 white noise (test-clean)

10.27WER (0 dB)

7

Jun 18, 2026

Turkic Global concatenated (test)

embedding-based H-Softmax

14.6CER

7

Jun 16, 2026

Turkic uz (test)

embedding-based H-Softmax

16.5CER

7

Jun 16, 2026

Turkic ba (test)

embedding-based H-Softmax

13.9CER

7

Jun 16, 2026

Slavic Global (test)

embedding-based H-Softmax

6.7CER

7

Jun 16, 2026

Slavic ru (test)

Huffman H-Softmax

6.7CER

7

Jun 16, 2026

Slavic pl (test)

embedding-based H-Softmax

8.1CER

7

Jun 16, 2026

Slavic cs (test)

embedding-based H-Softmax

5.4CER

7

Jun 16, 2026

Romance Global (test)

embedding-based H-Softmax

8.7CER

7

Jun 16, 2026

Romance pt (test)

embedding-based H-Softmax

9.2CER

7

Jun 16, 2026

Page 17 of 38

Popular datasets

LibriSpeech FLEURS Common Voice AISHELL Multilingual ASR Corpus

Follow for updates

Join SOTA2 Contact