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ResearchFormerly WizWand

Automatic Speech Recognition on WenetSpeech (dev)

7.19CERConformer-MoE
7.08967.76738.4459.1227Apr 7, 2022Jul 9, 2022Oct 10, 2022Jan 11, 2023Apr 14, 2023Jul 16, 2023Oct 17, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Conformer-MoENumber of Experts=64e2022.047.19
Conformer-MoE(64e)Type=CTC/AED, MoE2023.107.19
Zipformer-LParams (M)=160.9, Type=pruned transducer2023.107.29
Zipformer-MParams (M)=75.9, Type=pruned transducer2023.107.32
Conformer-MoENumber of Experts=32e2022.047.49
Conformer-MoE(32e)Type=CTC/AED, MoE2023.107.49
Conformer-MoENumber of Experts=16e2022.047.67
Conformer-MoE(16e)Params (M)=425, Type=CTC/AED, MoE2023.107.67
Zipformer-SParams (M)=32.3, Type=pruned transducer2023.107.96
Wenet2022.048.88
Conformer in WeNetParams (M)=116.9, Type=CTC/AED2023.108.88
Kaldi2022.049.07
Espnet2022.049.7
Conformer in ESPnetParams (M)=116.9, Type=CTC/AED2023.109.7