DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms. - Jérôme Nika; Ken Déguernel; Axel Chemla-Romeu-Santos; Emmanuel Vincent 001; Gérard Assayag (ICMC, 2017)

Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces. - Philippe Esling; Axel Chemla-Romeu-Santos; Adrien Bitton (ISMIR, 2018)

Generative timbre spaces with variational audio synthesis. - Philippe Esling; Axel Chemla-Romeu-Santos; Adrien Bitton (CoRR, 2018)

Modulated Variational auto-Encoders for many-to-many musical timbre transfer. - Adrien Bitton; Philippe Esling; Axel Chemla-Romeu-Santos (CoRR, 2018)

Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study. - Hugo Scurto; Axel Chemla-Romeu-Santos (CMMR, 2019)

Universal audio synthesizer control with normalizing flows. - Philippe Esling; Naotake Masuda; Adrien Bardet; Romeo Despres; Axel Chemla-Romeu-Santos (CoRR, 2019)

FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows. - Philippe Esling; Naotake Masuda; Axel Chemla-Romeu-Santos (IJCAI, 2020)

Cross-modal variational inference for bijective signal-symbol translation. - Axel Chemla-Romeu-Santos; Stavros Ntalampiras; Philippe Esling; Goffredo Haus; Gérard Assayag (CoRR, 2020)

Diet deep generative audio models with structured lottery. - Philippe Esling; Ninon Devis; Adrien Bitton; Antoine Caillon; Axel Chemla-Romeu-Santos; Constance Douwes (CoRR, 2020)

Manifold representations of musical signals and generative spaces. (Représentations variationnelles de signaux musicaux et espaces génératifs). - Axel Chemla-Romeu-Santos (2020)

Challenges in creative generative models for music: a divergence maximization perspective. - Axel Chemla-Romeu-Santos; Philippe Esling (CoRR, 2022)

Creative divergent synthesis with generative models. - Axel Chemla-Romeu-Santos; Philippe Esling (CoRR, 2022)