Controllable Music Generation - DMRN+15 2020. Prof. Dorien Herremans
Prof. Dorien Herremans (SUTD) gives a keynote talk on controllable music generation at the Digital Music Research Network Workshop 2020 (DMRN+15).
Abstract: In its more than 60 year history, music generation systems have never been more popular than today. In this talk, I will discuss a number of co-creative music generation systems that have been developed over the last few years. These include MorpheuS, a tonal tension-steered music generation system guided by tonal tension and long-term structure. MusicFaderNets, a variational auto encoder model that allows for controllable arousal and rhythmic density of music. Finally, some more recent models by our AMAAI lab which include architectures such as controllable transformers and hierarchical RNN.
Learn more about DMRN: https://www.qmul.ac.uk/dmrn/dmrn15/