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ResearchFormerly WizWand

ASR Rescoring on ConvAI (test)

5.07WERMATE-MSE
5.03725.25865.485.7014May 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MATE-MSEAlignment Loss=MSE2023.055.077.92
MATEAlignment Loss=Contrastive2023.055.17.91
BERT-text2023.055.388.37
MATE-NAAlignment Loss=None2023.055.48.36
Frozen-MEParameter-Efficient Tuning=true2023.055.428.34
ME-adapterParameter-Efficient Tuning=true2023.055.428.35
WavLM-adapterParameter-Efficient Tuning=true2023.055.478.39
Multi-modal-GPT22023.055.698.59
GPT2-text2023.055.768.66
LAS rescoring2023.055.818.84
No rescoring2023.055.899