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Axel Chemla-Romeu-Santos
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2020 – today
- 2022
- [i7]Axel Chemla-Romeu-Santos, Philippe Esling:
Challenges in creative generative models for music: a divergence maximization perspective. CoRR abs/2211.08856 (2022) - [i6]Axel Chemla-Romeu-Santos, Philippe Esling:
Creative divergent synthesis with generative models. CoRR abs/2211.08861 (2022) - 2020
- [b1]Axel Chemla-Romeu-Santos:
Manifold representations of musical signals and generative spaces. (Représentations variationnelles de signaux musicaux et espaces génératifs). University of Milan, Italy, 2020 - [c4]Philippe Esling, Naotake Masuda, Axel Chemla-Romeu-Santos:
FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows. IJCAI 2020: 5273-5275 - [i5]Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag:
Cross-modal variational inference for bijective signal-symbol translation. CoRR abs/2002.03862 (2020) - [i4]Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla-Romeu-Santos, Constance Douwes:
Diet deep generative audio models with structured lottery. CoRR abs/2007.16170 (2020)
2010 – 2019
- 2019
- [c3]Hugo Scurto, Axel Chemla-Romeu-Santos:
Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study. CMMR 2019: 665-680 - [i3]Philippe Esling, Naotake Masuda, Adrien Bardet, Romeo Despres, Axel Chemla-Romeu-Santos:
Universal audio synthesizer control with normalizing flows. CoRR abs/1907.00971 (2019) - 2018
- [c2]Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton:
Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces. ISMIR 2018: 175-181 - [i2]Philippe Esling, Axel Chemla-Romeu-Santos, Adrien Bitton:
Generative timbre spaces with variational audio synthesis. CoRR abs/1805.08501 (2018) - [i1]Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos:
Modulated Variational auto-Encoders for many-to-many musical timbre transfer. CoRR abs/1810.00222 (2018) - 2017
- [c1]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
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