Rhythm, Chord and Melody Generation for Lead Sheets using Recurrent Neural Networks

Cedric De Boom, Stephanie Van Laere, Tim Verbelen +1

Music that is generated by recurrent neural networks often lacks a sense of direction and coherence. We therefore propose a two-stage LSTM-based model for lead sheet generation, in…