A new lip-reading program called LipNet was able to "outperform experienced lip readers to a significant degree, achieving 93.4 percent accuracy in certain tests, compared to 52.3 percent accuracy from human lip readers." The Verge has a story about the research here. A video about the Artificial Intelligence built on deep learning is below.