Axel Chemla-Romeu-Santos

According to our database, Axel Chemla-Romeu-Santos authored at least 14 papers between 2017 and 2024.

Collaborative distances:

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

2024

Daim™: AIAI ^^.

Axel Chemla-Romeu-Santos, Kevin Raharolahy, Hugo Scurto

Proceedings of the 5th AI Music Creativity Conference (AIMC 2024), 2024

>> genesis - v2 <<.

Axel Chemla-Romeu-Santos

Proceedings of the 5th AI Music Creativity Conference (AIMC 2024), 2024

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

Proceedings of the 3rd AI Music Creativity Conference (AIMC 2022), 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