Sony has open soured its own deep learning framework as Neural Network Libraries and has also developed a unique GUI-based integrated deep learning development environment as Neural Network Console. Its application has spread to a wide range from electronics products to entertainment service areas such as video games and movies. We introduce our unique deep learning framework & tools, and demonstrate the latest results from AI-based audio and video processing.