Auflistung nach Autor "Koumparoulis A., Potamianos G."
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ACCURATE AND RESOURCE-EFFICIENT LIPREADING WITH EFFICIENTNETV2 AND TRANSFORMERS
Koumparoulis A., Potamianos G. (2022)We present a novel resource-efficient end-to-end architecture for lipreading that achieves state-of-the-art results on a popular and challenging benchmark. In particular, we make the following contributions: First, inspired ... -
Deep View2View Mapping for View-Invariant Lipreading
Koumparoulis A., Potamianos G. (2019)Recently, visual-only and audio-visual speech recognition have made significant progress thanks to deep-learning based, trainable visual front-ends (VFEs), with most research focusing on frontal or near-frontal face videos. ... -
MobilipNet: Resource-efficient deep learning based lipreading
Koumparoulis A., Potamianos G. (2019)Recent works in visual speech recognition utilize deep learning advances to improve accuracy. Focus however has been primarily on recognition performance, while ignoring the computational burden of deep architectures. In ...