Axel Chemla-Romeu-Santos

15 papers A* 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
>> genesis - v2 <<.
AIMC
Axel Chemla-Romeu-Santos
2024 — conf
Daim™: AIAI ^^.
AIMC
Axel Chemla-Romeu-Santos, Kevin Raharolahy, Hugo Scurto
2022 — conf
Challenges in creative generative models for music: a divergence maximization perspective.
AIMC
Axel Chemla-Romeu-Santos, Philippe Esling
2022 J jnl
Challenges in creative generative models for music: a divergence maximization perspective.
CoRR
Axel Chemla-Romeu-Santos, Philippe Esling
2022 J jnl
Creative divergent synthesis with generative models.
CoRR
Axel Chemla-Romeu-Santos, Philippe Esling
2020 J jnl
Cross-modal variational inference for bijective signal-symbol translation.
CoRR
Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag
2020 J jnl
Diet deep generative audio models with structured lottery.
CoRR
Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla-Romeu-Santos, Constance Douwes
2020 A* conf
FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows.
IJCAI
Philippe Esling, Naotake Masuda, Axel Chemla-Romeu-Santos
2020 — —
Manifold representations of musical signals and generative spaces. (Représentations variationnelles de signaux musicaux et espaces génératifs).
Axel Chemla-Romeu-Santos
2019 — conf
Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study.
CMMR
Hugo Scurto, Axel Chemla-Romeu-Santos
2019 J jnl
Universal audio synthesizer control with normalizing flows.
CoRR
Philippe Esling, Naotake Masuda, Adrien Bardet, Romeo Despres, Axel Chemla-Romeu-Santos
2018 — conf
Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces.
ISMIR
Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton
2018 J jnl
Generative timbre spaces with variational audio synthesis.
CoRR
Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton
2018 J jnl
Modulated Variational auto-Encoders for many-to-many musical timbre transfer.
CoRR
Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos
2017 — conf
DYC12 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms.
ICMC
Jérôme Nika, Ken Déguernel, Axel Chemla-Romeu-Santos, Emmanuel Vincent, Gérard Assayag