Axel Chemla-Romeu-Santos

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Generative Model

Variational Inference

Top Venues

Publications

Axel Chemla-Romeu-Santos, Philippe Esling
Creative divergent synthesis with generative models. CoRR (2022)
Axel Chemla-Romeu-Santos, Philippe Esling
Challenges in creative generative models for music: a divergence maximization perspective. CoRR (2022)
Philippe Esling, Naotake Masuda, Axel Chemla-Romeu-Santos
FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows. IJCAI (2020)
Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla-Romeu-Santos, Constance Douwes
Diet deep generative audio models with structured lottery. CoRR (2020)
Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag
Cross-modal variational inference for bijective signal-symbol translation. CoRR (2020)
Philippe Esling, Naotake Masuda, Adrien Bardet, Romeo Despres, Axel Chemla-Romeu-Santos
Universal audio synthesizer control with normalizing flows. CoRR (2019)
Hugo Scurto, Axel Chemla-Romeu-Santos
Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study. CMMR (2019)
Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton
Generative timbre spaces with variational audio synthesis. CoRR (2018)
Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton
Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces. ISMIR (2018)
Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos
Modulated Variational auto-Encoders for many-to-many musical timbre transfer. CoRR (2018)
Jérôme Nika, Ken Déguernel, Axel Chemla-Romeu-Santos, Emmanuel Vincent, Gérard Assayag
DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms. ICMC (2017)