Lipreading
Leaderboards
| TREND | DATASET | BEST METHOD | PAPER TITLE | PAPER | CODE | COMPARE |
|---|---|---|---|---|---|---|
|
Greatest papers with code
LipNet: End-to-End Sentence-level Lipreading
• rizkiarm/LipNet
• 
Lipreading is the task of decoding text from the movement of a speaker's mouth.
End-to-end Audiovisual Speech Recognition
• mpc001/end-to-end-Lipreading
• 
In presence of high levels of noise, the end-to-end audiovisual model significantly outperforms both audio-only models.
#5 best model for
Lipreading
on Lip Reading in the Wild
Combining Residual Networks with LSTMs for Lipreading
• mpc001/end-to-end-Lipreading
•
We propose an end-to-end deep learning architecture for word-level visual speech recognition.
#7 best model for
Lipreading
on Lip Reading in the Wild
LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild
• Fengdalu/Lipreading-DenseNet3D
•
It has shown a large variation in this benchmark in several aspects, including the number of samples in each class, video resolution, lighting conditions, and speakers' attributes such as pose, age, gender, and make-up.
Deep word embeddings for visual speech recognition
• tstafylakis/Lipreading-ResNet
•
In this paper we present a deep learning architecture for extracting word embeddings for visual speech recognition.
Discriminative Multi-modality Speech Recognition
• JackSyu/Discriminative-Multi-modality-Speech-Recognition
•
Vision is often used as a complementary modality for audio speech recognition (ASR), especially in the noisy environment where performance of solo audio modality significantly deteriorates.
#3 best model for
Lipreading
on Lip Reading in the Wild