Search Results for author: Zuwei Li

Found 4 papers, 0 papers with code

End-to-End Visual Speech Recognition for Small-Scale Datasets

no code implementations2 Apr 2019 Stavros Petridis, Yujiang Wang, Pingchuan Ma, Zuwei Li, Maja Pantic

In this work, we present an end-to-end visual speech recognition system based on fully-connected layers and Long-Short Memory (LSTM) networks which is suitable for small-scale datasets.

General Classification speech-recognition +1

End-to-End Audiovisual Fusion with LSTMs

no code implementations12 Sep 2017 Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic

To the best of our knowledge, this is the first audiovisual fusion model which simultaneously learns to extract features directly from the pixels and spectrograms and perform classification of speech and nonlinguistic vocalisations.

Classification General Classification +2

End-to-End Multi-View Lipreading

no code implementations1 Sep 2017 Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic

To the best of our knowledge, this is the first model which simultaneously learns to extract features directly from the pixels and performs visual speech classification from multiple views and also achieves state-of-the-art performance.

General Classification Lipreading

End-To-End Visual Speech Recognition With LSTMs

no code implementations20 Jan 2017 Stavros Petridis, Zuwei Li, Maja Pantic

Recently, several deep learning approaches have been presented which automatically extract features from the mouth images and aim to replace the feature extraction stage.

Classification General Classification +2

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