Two main challenges faced by deep learning systems are related to the amount of data and the complexity of the model concerning the number and type of layers and the number of training parameters. In this paper. we propose an end-to-end Arabic lip-reading system that can be trained on a limited dataset. which combines a visual model consisting of Convolutional Neural Networks (CNNs) a... https://foldlyers.shop/product-category/led-transformers/