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Visual Speech Recognition on Multilingual TEDx-Portuguese (MTpt) (test)

70.2Mean AccuracyCM-seq2seq
61.77663.96366.1568.337Feb 26, 2022

Evaluation results

MethodLinks
CM-seq2seqPre-training Set=LRW, Training Set=CMpt+MTpt, Training Sets Total Size (hours)=2562022.0270.20.369.7
VSR model with prediction-based auxiliary tasksPre-training Set=LRW, Training Set=CMpt+MTpt, Training Sets Total Size (hours)=2562022.02660.565.3
VSR model with prediction-based auxiliary tasksPre-training Set=LRW+LRS2+LRS3, Training Set=CMpt+MTpt, Training Sets Total Size (hours)=9172022.0262.40.462
VSR model with prediction-based auxiliary tasksPre-training Set=LRW+LRS2+LRS3+AVSpeech, Training Set=CMpt+MTpt, Training Sets Total Size (hours)=15582022.0262.10.661.5