Music transcription modelling & composition using deep learning

Paper + Code: http://gitxiv.com/posts/RfDnQWy2vC9JS7Rj2/music-transcription-modelling-and-composition-using-deep We apply deep learning methods, specifically long short-term memory (LSTM) networks, to music transcription modelling and composition. We build and train LSTM networks using approximately 23,000 music transcriptions expressed with a high-level vocabulary (ABC notation), and use them to generate new transcriptions. Our practical aim is to create music transcription models useful in particular contexts of music composition.