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Axel Chemla--Romeu-Santos

Observed names: Axel Chemla-Romeu-Santos, Axel Chemla–Romeu-Santos, CHEMLA ROMEU SANTOS, AXEL CLAUDE ANDRE', Chemla--Romeu-Santos, Axel, Chemla-Romeu-Santos, Axel, Chemla–Romeu-Santos, Axel
ORCID: 0000-0001-7329-6533
Observed ORCID: 0000-0001-7329-6533
OpenAlex ID: A5014174539
Flow Synthesizer: Universal Audio Synthesizer Control with Normalizing Flows
2019 · Philippe Esling, Naotake Masuda, et al. · Applied Sciences · 85
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Generative timbre spaces: regularizing variational auto-encoders with perceptual metrics
2018 · Esling, Philippe, Chemla--Romeu-Santos, Axel, et al. · arXiv (Cornell University) · 43
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Modulated Variational auto-Encoders for many-to-many musical timbre transfer
2018 · Bitton, Adrien, Esling, Philippe, et al. · arXiv (Cornell University) · 27
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Bridging Audio Analysis, Perception and Synthesis with Perceptually-regularized Variational Timbre Spaces
2018 · Esling, Philippe, Chemla--Romeu-Santos, Axel, et al. · Zenodo (CERN European Organization for Nuclear Research) · 22
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Generative timbre spaces with variational audio synthesis.
2018 · Philippe Esling, Axel Chemla--Romeu-Santos, et al. · 22
Challenges in creative generative models for music: a divergence maximization perspective
2022 · Chemla--Romeu-Santos, Axel, Esling, Philippe · arXiv (Cornell University) · 10
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Diet deep generative audio models with structured lottery
2020 · Esling, Philippe, Devis, Ninon, et al. · arXiv (Cornell University) · 8
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DYCI2 agents: merging the "free", "reactive", and "scenario-based" music generation paradigms
2017 · Nika, Jérôme, Déguernel, Ken, et al. · HAL · 7
Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study
2021 · Hugo Scurto, Axel Chemla–Romeu-Santos · Lecture notes in computer science · 4
FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows
2020 · Philippe Esling, Naotake Masuda, et al. · International Joint Conference on Artificial Intelligence · 4
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Cross-modal variational inference for bijective signal-symbol translation
2020 · Chemla--Romeu-Santos, Axel, Ntalampiras, Stavros, et al. · arXiv (Cornell University) · 4
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Deeply Listening Through/Out the Deepscape
2024 · Hugo Scurto, Axel Chemla–Romeu-Santos · International Symposium on Electronic Art (ISEA) · 3
DYC12 agents: merging the 'free', 'reactive', and 'scenario-based' music generation paradigms
2017 · Jérôme Nika, Ken Déguernel, et al. · University of Michigan Library Repository · 3
Creative divergent synthesis with generative models
2022 · Chemla--Romeu-Santos, Axel, Esling, Philippe · arXiv (Cornell University) · 2
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Challenges in creative generative models for music: a divergence maximization perspective
2022 · Chemla–Romeu-Santos, Axel, Esling, Philippe · Zenodo (CERN European Organization for Nuclear Research) · 1
Tools and Perspectives for Interaction with Neural Audio Synthesis
2022 · Axel Chemla--Romeu-Santos · New Interfaces for Musical Expression
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Représentations variationnelles inversibles : une nouvelle approche pour la synthèse sonore
2020 · Chemla-Romeu-Santos, Axel, Esling, Philippe, et al. · HAL
Manifold Representations of Musical Signals and Generative Spaces
2020 · CHEMLA ROMEU SANTOS, AXEL CLAUDE ANDRE' · HAL
Cross-Modal Variational Inference For Bijective Signal-Symbol Translation
2019 · Chemla-Romeu-Santos, Axel, Ntalampiras, Stavros, et al. · HAL
Guidages de l'improvisation
2015 · Chemla--Romeu-Santos, Axel · HAL
Works count: 20
Citation count: 245
H-index: 7
I10-index: 6
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