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ResearchFormerly WizWand

Speech Recognition on YouTube (test)

7.5WERConformer XXL
7.4287.9148.48.886May 7, 2020Jul 30, 2020Oct 23, 2020Jan 16, 2021Apr 10, 2021Jul 4, 2021Sep 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Conformer XXLDecoder=CTC, Preparation=PS (pre-trained + self-training)2021.097.5
Conformer XLDecoder=RNN-T, Preparation=PS (pre-trained + self-training)2021.097.8
Conformer XXLDecoder=RNN-T, Preparation=PS (pre-trained + self-training)2021.097.8
Conformer XLDecoder=CTC, Preparation=PS (pre-trained + self-training)2021.097.9
ContextNet#Params (M)=112, GFLOPS=2.6472020.058.2
YT LSTM Teacher2021.098.4
Conformer XXLDecoder=CTC, Preparation=P (pre-trained)2021.098.5
Conformer XLDecoder=CTC, Preparation=P (pre-trained)2021.098.6
SOTA2021.099.1
TDNN#Params (M)=192, GFLOPS=3.8342020.059.3