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ResearchFormerly WizWand

Automatic Speech Recognition on LRS3 Low-Resource 30h labelled v1 (test)

2.3WER (%)BRAVEn
2.1962.8983.64.302Nov 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BRAVEnPre-train data=LRS3+Vox2, Shared params=false, Model scale=Large2024.112.3
USRPre-train data=LRS3+Vox2, Shared params=true, Model scale=Large2024.112.4
USRPre-train data=LRS3+Vox2, Shared params=true, Model scale=Base(+)2024.112.6
RAVEnPre-train data=LRS3+Vox2, Shared params=false, Model scale=Large2024.112.7
AV-data2vecPre-train data=LRS3+Vox2, Shared params=false, Model scale=Large2024.112.7
AV-HuBERTPre-train data=LRS3+Vox2, Shared params=false, Model scale=Large2024.112.9
BRAVEnPre-train data=LRS3+Vox2, Shared params=false, Model scale=Base(+)2024.113
USRPre-train data=LRS3, Shared params=true, Model scale=Base(+)2024.113.2
AV-data2vecPre-train data=LRS3+Vox2, Shared params=false, Model scale=Base(+)2024.113.7
RAVEnPre-train data=LRS3+Vox2, Shared params=false, Model scale=Base(+)2024.113.8
BRAVEnPre-train data=LRS3, Shared params=false, Model scale=Base(+)2024.114
AV-data2vecPre-train data=LRS3, Shared params=false, Model scale=Base(+)2024.114.4
AV-HuBERTPre-train data=LRS3+Vox2, Shared params=false, Model scale=Base(+)2024.114.6
RAVEnPre-train data=LRS3, Shared params=false, Model scale=Base(+)2024.114.7
AV-HuBERTPre-train data=LRS3, Shared params=false, Model scale=Base(+)2024.114.9