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ResearchFormerly WizWand

Automatic Speech Recognition on JSUT basic5000

7.1CERWhisper-large-v3
6.44410.87215.319.728Dec 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Whisper-large-v3Model params.=1,541M, Beam size=12023.127.10.3
Whisper-large-v3Model params.=1,541M, Beam size=52023.127.10.46
reazonspeech-espnet-v1Model params.=90M, Beam size=202023.127.50.27
reazonspeech-espnet-v1Model params.=90M, Beam size=52023.127.60.2
Whisper-large-v2Model params.=1,541M, Beam size=52023.127.90.49
Whisper-large-v2Model params.=1,541M, Beam size=12023.128.10.31
Nue-ASRModel params.=3,708M, Beam size=1, DeepSpeed-Inference=false2023.128.60.22
Nue-ASRModel params.=3,708M, Beam size=1, DeepSpeed-Inference=true2023.128.60.15
reazonspeech-espnet-v1Model params.=90M, Beam size=12023.128.70.06
Whisper-mediumModel params.=769M, Beam size=52023.129.40.28
Whisper-mediumModel params.=769M, Beam size=12023.129.60.21
Whisper-smallModel params.=244M, Beam size=52023.1213.60.14
Whisper-smallModel params.=244M, Beam size=12023.1214.10.1
Whisper-baseModel params.=74M, Beam size=52023.1222.20.08
Whisper-baseModel params.=74M, Beam size=12023.1223.50.06