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ResearchFormerly WizWand

Visual Speech Recognition on WildVSR

38.6WERAuto-AVSR
36.84848.67460.572.326Nov 4, 2024Jan 22, 2025Apr 11, 2025Jun 29, 2025Sep 16, 2025Dec 4, 2025Feb 22, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Auto-AVSRLabelled hours=3448, Shared params=false2024.1138.6
USRLabelled hours=433, Unlabelled hours=1326, Shared params=true2024.1146.4
RAVEn w/ self-trainingLabelled hours=433, Unlabelled hours=1326, Shared params=false2024.1146.7
AV-HuBERT w/ self-trainingLabelled hours=433, Unlabelled hours=1326, Shared params=false2024.1148.7
Auto-AVSRLabelled hours=1759, Shared params=false2024.1149.3
AV-HuBERTLabelled hours=433, Unlabelled hours=1326, Shared params=false2024.1151.7
RAVEnLabelled hours=433, Unlabelled hours=1326, Shared params=false2024.1152.2
CM-seq2seqLabelled hours=1459, Shared params=false2024.1158.4
Auto-AVSRLabelled hours=661, Shared params=false2024.1162.3
VTPLabelled hours=2676, Shared params=false2024.1168.7
USR 2.0Decoding=greedy2026.0273.7
VTPLabelled hours=698, Shared params=false2024.1175.6
USRDecoding=greedy2026.0280
BRAVEnDecoding=greedy2026.0281.2
AV-HuBERTDecoding=greedy2026.0282.4