Guessing the Composer's Mind

Gérard Assayag (1) , Shlomo Dubnov (1) , Olivier Delerue (1)

1 Repmus - Représentations musicales

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.

Keywords: style musical; dictionnaire; algorythme

Keywords: Informatique musicale

Domains: Programming Languages [cs.PL]; Sound [cs.SD]; Signal and Image Processing; Machine Learning [stat.ML]; Artificial Intelligence [cs.AI]; Formal Languages and Automata Theory [cs.FL]; Musicology and performing arts

Gérard Assayag, Shlomo Dubnov, Olivier Delerue. Guessing the Composer's Mind: Applying Universal Prediction to Musical Style. ICMC: International Computer Music Conference, Oct 1999, Beijing, China. pp.1-1. ⟨hal-01161367⟩