Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Assisted music creation with Flow Machines: towards new categories of new

Jun 22, 2020
François Pachet, Pierre Roy, Benoit Carré

* This paper is a hyperlinked version of chapter 18 of the book "Handbook of Artificial Intelligence for Music", Eduardo Miranda ed., Springer, 2020. Accompanying website: https://www.francoispachet.fr/flow-machines-synthesis-paper/ This version corrects some typos and adds some links to music examples 

  Access Paper or Ask Questions

Music Generation by Deep Learning - Challenges and Directions

Sep 30, 2018
Jean-Pierre Briot, François Pachet

* 17 pages. arXiv admin note: substantial text overlap with arXiv:1709.01620. Accepted for publication in Special Issue on Deep learning for music and audio, Neural Computing & Applications, Springer Nature, 2018 

  Access Paper or Ask Questions

Deep Learning Techniques for Music Generation - A Survey

Sep 05, 2017
Jean-Pierre Briot, Gaëtan Hadjeres, François Pachet

* 108 pages 

  Access Paper or Ask Questions

GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures

Jul 14, 2017
Gaëtan Hadjeres, Frank Nielsen, François Pachet

* 11 pages 

  Access Paper or Ask Questions

DeepBach: a Steerable Model for Bach Chorales Generation

Jun 17, 2017
Gaëtan Hadjeres, François Pachet, Frank Nielsen

* Proceedings of the 34th International Conference on Machine Learning, PMLR 70:1362-1371, 2017 
* 10 pages, ICML2017 version 

  Access Paper or Ask Questions

Sampling Variations of Lead Sheets

Mar 02, 2017
Pierre Roy, Alexandre Papadopoulos, François Pachet

* 16 pages, 11 figures 

  Access Paper or Ask Questions

Maximum entropy models for generation of expressive music

Oct 12, 2016
Simon Moulieras, François Pachet


  Access Paper or Ask Questions

Maximum entropy models capture melodic styles

Oct 11, 2016
Jason Sakellariou, Francesca Tria, Vittorio Loreto, François Pachet


  Access Paper or Ask Questions

Style Imitation and Chord Invention in Polyphonic Music with Exponential Families

Sep 16, 2016
Gaëtan Hadjeres, Jason Sakellariou, François Pachet

* 18 pages, 11 figures 

  Access Paper or Ask Questions