Concept
Programmation (musique)
Publications associées (4)
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 ...
EPFL2021Comfusy: A Tool for Complete Functional Synthesis
Viktor Kuncak, Mikaël Mayer, Philippe Paul Henri Suter, Ruzica Piskac
Synthesis of program fragments from specifications can make programs easier to write and easier to reason about. We present Comfusy, a tool that extends the compiler for the general-purpose programming language Scala with (non-reactive) functional synthesi ...
Springer2010Probabilistic 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 ...
EPFL2008Probabilistic 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