Learn an Effective Lip Reading Model without Pains

Benchmark Model Rank Results
lipreading-on-lip-reading-in-the-wild3D-ResNet + Bi-GRU + MixUp + Label Smoothing + Cosine LR (Word Boundary)#7Top-1 Accuracy: 88.4
lipreading-on-lip-reading-in-the-wild3D-ResNet + Bi-GRU + MixUp + Label Smoothing + Cosine LR#8Top-1 Accuracy: 85.5
lipreading-on-lrw-10003D-ResNet + Bi-GRU + MixUp + Label Smooth + Cosine LR (Word Boundary)#2Top-1 Accuracy: 55.7%
lipreading-on-lrw-10003D-ResNet + Bi-GRU + MixUp + Label Smooth + Cosine LR#5Top-1 Accuracy: 48.3%