7 citations · 11 across the 4 of their papers we have counts for
6 papers
Assisted music creation with Flow Machines: towards new categories of new
François Pachet, Pierre Roy, Benoit Carré
This chapter reflects on about 10 years of research in AI- assisted music composition, in particular during the Flow Machines project. We reflect on the motivations for such a proj…
Smart Edition of MIDI Files
Pierre Roy, Francois Pachet
We address the issue of editing musical performance data, in particular MIDI files representing human musical performances. Editing such sequences raises specific issues due to the…
The Skipping Behavior of Users of Music Streaming Services and its Relation to Musical Structure
Nicola Montecchio, Pierre Roy, François Pachet
The behavior of users of music streaming services is investigated from the point of view of the temporal dimension of individual songs; specifically, the main object of the analysi…
Sampling Markov Models under Constraints: Complexity Results for Binary Equalities and Grammar Membership
Stephane Rivaud, François Pachet
We aim at enforcing hard constraints to impose a global structure on sequences generated from Markov models. In this report, we study the complexity of sampling Markov sequences un…
GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures
Gaëtan Hadjeres, Frank Nielsen, François Pachet
VAEs (Variational AutoEncoders) have proved to be powerful in the context of density modeling and have been used in a variety of contexts for creative purposes. In many settings, t…
Sampling Variations of Lead Sheets
Pierre Roy, Alexandre Papadopoulos, François Pachet
Machine-learning techniques have been recently used with spectacular results to generate artefacts such as music or text. However, these techniques are still unable to capture and…