Concept
Generative music
Publications associées (5)
Learning music composition with recurrent neural networks
Throughout this thesis, we are interested in modeling music composition. To do so, we study the association of music theory concepts with the learning capabilities of recurrent neural networks. Especially, we explore numerical formalizations of music so th ...
EPFL2021Probabilistic models for music
This thesis proposes to analyse symbolic musical data under a statistical viewpoint, using state-of-the-art machine learning techniques. Our main argument is to show that it is possible to design generative models that are able to predict and to generate m ...
École Polytechnique Fédérale de Lausanne2008