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Papers Benchmarks Datasets Tasks

Speech Recognition research benchmarks – Page 2 · SOTA2 Research

Speech Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

7.2WER

25

Feb 26, 2026

System Combination (6+7+8+9) + TrafoXL LM

4.3SWB Score

25

Feb 26, 2026

CHiME-4 real (test)

2.24WER

25

Jun 5, 2026

LibriSpeech 960 clean (test)

Proposed Method

2.27WER

24

May 29, 2026

GPT-4o-Transcribe

2.4WER

24

Mar 27, 2026

Multilingual LibriSpeech (MLS) (test)

granite-speech-4.0-1b

0.032WER

21

Mar 13, 2026

LibriSpeech (test-clean)

Phi-4-Multimodal + RLBR

0.59BWER

20

Feb 26, 2026

In-House dataset

0.031CER

19

Feb 26, 2026

Switchboard CallHome (eval00)

12.8WER

18

Apr 14, 2026

LRS3 high-resource

17.6WER (V)

18

Feb 26, 2026

LRS3 low-resource

23.7WER (V)

18

Feb 26, 2026

KSC2 Kazakh (test)

Community fine-tuned (KSC2)

9.3WER

17

Mar 4, 2026

FLEURS Kazakh (test)

Fine-tuning Community Model (KSC2)

15.4WER (Oracle)

17

Mar 4, 2026

CVC Kazakh (test)

Fine-tuning Community Model (KSC2)

19.1WER (or)

17

Mar 4, 2026

9WER

17

Feb 26, 2026

8.53WER

16

Jun 23, 2026

Common Voice EN

Step-Audio2-Mini

6.76WER

16

May 19, 2026

8.1WER

15

Feb 26, 2026

3.7WER (σ=0.0)

15

Feb 26, 2026

MCV Unseen Accents 100H (test)

11.4AFR Error Rate

15

Feb 26, 2026

MCV Seen Accents 100H (test)

4.4Error Rate (AUS)

15

Feb 26, 2026

DIRHA English WSJ (real)

22.8WER

15

Feb 26, 2026

Switchboard (SWBD) (test)

5.7WER

14

Jun 11, 2026

Speech Commands Mini

93.4Accuracy

13

Feb 26, 2026

4.98WER

13

Feb 26, 2026

Page 2 of 9

Popular datasets

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