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ResearchFormerly WizWand

Zero-resource speech modeling on sWUGGY (in-vocabulary)

74.24Inter ScoreLAST
63.101665.993368.88571.7767Sep 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LASTTWIST (Fine-tuning)=true, Adaptation layers=false, Model=OPT-350M, Codebook size=500, Backbone=HuBERT-base2024.0974.2458.37
k-meansTWIST (Fine-tuning)=true, Model=OPT-350M, Codebook size=500, Backbone=HuBERT-base2024.0972.6157.47
LASTTWIST (Fine-tuning)=false, Adaptation layers=true, Model=OPT-350M, Codebook size=500, Backbone=HuBERT-base2024.0971.7857.19
LASTTWIST (Fine-tuning)=false, Adaptation layers=false, Model=OPT-350M, Codebook size=500, Backbone=HuBERT-base2024.0970.7957.13
k-meansTWIST (Fine-tuning)=false, Model=OPT-350M, Codebook size=500, Backbone=HuBERT-base2024.0963.5354.06