My current research as a PhD student in AI & Music is located at the intersection of symbolic music prediction systems, mixed reality technology and human-computer interaction.

I am exploring the use of transformer-based artificial neural networks for conditional generation of MIDI data. These models are integrated into digital musical instruments in a mixed reality environment. My goals are to identify the utility of these models for musical co-creation between people and machines.


An Audio-Driven System for Real-Time Music Visualisation
Max Graf, Harold C. Opara and Mathieu Barthet
150th Audio Engineering Society Convention. May 2021