Philippe ESLING

IReMus
...
  • Senior Lecturer
  • IReMus - Institut de recherche en Musicologie
  • http://esling.github.io
  • Communities
    Digital Humanities
    Mathematics, Computer Science & Robotics
  • Expertise
    Creative AI
    Deep learning
    Generative models
    Human machine interaction
    Machine learning
    Statistical learning

Responsibilities

Team director

Awards

AFIM Young researcher award
Best PhD award - University prizes of the general council
Best paper award - ISMIR 2018

Selected publications

Esling et al. - Universal audio synthesizer control with normalizing flows - ISMIR 2019
Bitton, A., Esling, P., Caillon, A., & Fouilleul, M.. Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders - DaFX 2019
Esling et al. - Generative timbre spaces: regularizing variational auto-encoders with perceptual metrics - DaFX 2018
Doras, G., Esling, P., & Peeters, G. On the use of u-net for dominant melody estimation in polyphonic music. In 2019 IEEE International Multilayer Music Representation and Processing (MMRP) (pp. 66-70)
Esling, P. Chemla--Romeu-Santos, A. Bitton, A. Bridging audio analysis, perception and synthesis with perceptually-regularized variational timbre spaces. 19th International Society for Music Information Retrieval Conference, Paris, France, 09/2018. Best presentation award

International collaborations

McGill University, Montreal, Canada
The University of Tokyo, Tokyo, Japan
Haute Ecole de Musique de Geneve, Suisse

Industrial collaborations

Sony CSL
Ableton
Arturia