Guessing the Composer's Mind: Applying Universal Prediction to Musical Style

Abstract

In this paper, we present a dictionary based universal prediction algorithm that provides a very general and flexible approach to machine learning in the domain of musical style. Such operations as improvisation or assistance to composition can be realized on the resulting representations.