Axel Chemla-Romeu-Santos

According to our database, Axel Chemla-Romeu-Santos authored at least 12 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Creative divergent synthesis with generative models.

Axel Chemla-Romeu-Santos, Philippe Esling

CoRR, 2022

Challenges in creative generative models for music: a divergence maximization perspective.

Axel Chemla-Romeu-Santos, Philippe Esling

CoRR, 2022

2020

Manifold representations of musical signals and generative spaces. (Représentations variationnelles de signaux musicaux et espaces génératifs).

Axel Chemla-Romeu-Santos

PhD thesis, 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

Cross-modal variational inference for bijective signal-symbol translation.

Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag

CoRR, 2020

FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows.

Philippe Esling, Naotake Masuda, Axel Chemla-Romeu-Santos

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Universal audio synthesizer control with normalizing flows.

Philippe Esling, Naotake Masuda, Adrien Bardet, Romeo Despres, Axel Chemla-Romeu-Santos

CoRR, 2019

Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study.

Hugo Scurto, Axel Chemla-Romeu-Santos

Proceedings of the Perception, Representations, Image, Sound, Music, 2019

2018

Modulated Variational auto-Encoders for many-to-many musical timbre transfer.

Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos

CoRR, 2018

Generative timbre spaces with variational audio synthesis.

Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton

CoRR, 2018

Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces.

Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms.

Jérôme Nika, Ken Déguernel, Axel Chemla-Romeu-Santos, Emmanuel Vincent, Gérard Assayag

Proceedings of the 2017 International Computer Music Conference, 2017