Researchers from Google’s DeepMind and the University of Oxford developed a deep learning system that outperformed a professional lip reader. Using a TITAN X GPU, CUDA and the TensorFlow deep learning framework, the team trained their models on over 100,000 sentences from nearly 5,000 hours of BBC programs. By looking at each speaker’s lips, the