List your company
ResearchFormerly WizWand

Audio Speech Recognition on LRS3

0.7WERWhisper-Flamingo
0.5361.6432.753.857Nov 4, 2024Jan 27, 2025Apr 21, 2025Jul 14, 2025Oct 6, 2025Dec 29, 2025Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Whisper-FlamingoLabelled hours=680,000, Lang. model=true, Shared params=false, Encoder=Whisper2026.020.7
Llama-AVSRPreprocessing=Lip crop & align2026.030.79
Llama-AVSRLabelled hours=680,000, Lang. model=true, Shared params=false, Encoder=Whisper2026.020.8
USR 2.0Labelled hours=656, Unlabelled hours=2,649, Lang. model=false, Shared params=true2026.020.9
Auto-AVSRLabelled hours=1,902, Language model=true, Shared params=false2024.111
Auto-AVSRLabelled hours=3,448, Language model=true, Shared params=false2024.111
Auto-AVSRLabelled hours=1,902, Lang. model=true, Shared params=false2026.021
Auto-AVSRLabelled hours=3,448, Lang. model=true, Shared params=false2026.021
BRAVEn w/ STLabelled hours=433, Unlabelled hours=2,649, Lang. model=true, Shared params=false2026.021.1
USRLabelled hours=433, Unlabelled hours=1,326, Language model=true, Shared params=true2024.111.2
USRLabelled hours=433, Unlabelled hours=1,326, Lang. model=true, Shared params=true2026.021.2
RAVEn w/ STLabelled hours=433, Unlabelled hours=1,326, Language model=true, Shared params=false2024.111.4
RAVEn w/ STLabelled hours=433, Unlabelled hours=1,326, Lang. model=true, Shared params=false2026.021.4
Qwen2.5-OmniPreprocessing=Raw video2026.033.63
HumanOmni-SpeakerPreprocessing=Raw video2026.033.63
OLAPreprocessing=Raw video2026.034.7
RNN-TLabelled hours=31,000, Language model=true, Shared params=false2024.114.8
RNN-TLabelled hours=31,000, Lang. model=false, Shared params=true2026.024.8