Ninon Devis Salvy
Papers, preprints, essays

Publications

Peer-reviewed papers, preprints, the thesis and other writing. Author names appear exactly as published.

11 Publications

Indexed on Google Scholar, dblp and HAL.

Thesis

  1. 2025 Creative Deep Learning on Real Time Embedded Architectures Ninon Devis PhD thesis, Sorbonne Université HALVideoOn this site

Peer-reviewed

  1. 2026 Singularité et Création à l'Ère de l'Intelligence Artificielle FR Ninon Devis Salvy, Jun Suzuki CNC Lab — Centre national du cinéma et de l'image animée PDFCompanionLinkOn this site
  2. 2024 Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models Shahan Nercessian, Johannes Imort, Ninon Devis, Frederik Blang ISMIR arXivPDF
  3. 2023 Continuous descriptor-based control for deep audio synthesis Ninon Devis, Nils Demerlé, Sarah Nabi, David Genova, Philippe Esling ICASSP DOIarXivCompanionOn this site
  4. 2021 Neurorack: deep audio learning in hardware synthesizers Ninon Devis, Philippe Esling EPFL PhD Seminar LinkOn this site
  5. 2020 Diet deep generative audio models with structured lottery Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla--Romeu-Santos, Constance Douwes DAFx arXivPDF
  6. 2020 Ultra-light deep MIR by trimming lottery tickets Philippe Esling, Théis Bazin, Adrien Bitton, Tristan Carsault, Ninon Devis ISMIR arXivPDF

Preprints

  1. 2020 Creativity in the era of artificial intelligence Philippe Esling, Ninon Devis JIM — keynote article arXivPDF

Writing

  1. 2025 Aux abords de l'abîme : l'art à l'ère de l'IA FR Ninon Devis Salvy binaire / La Recherche LinkOn this site
  2. 2023 The ACIDS Research project Giovanni Bindi, Antoine Caillon, Axel Chemla--Romeu-Santos, Nils Demerlé, Ninon Devis, Constance Douwes, Philippe Esling, David Genova, Sarah Nabi VDT Magazin Link
  3. 2021 L'avenir de la créativité musicale sera-t-il artificiel ? FR Ninon Devis The Conversation Link
BibTeX for the peer-reviewed entries 
@inproceedings{ devis2026singularité,
  title     = {Singularité et Création à l'Ère de l'Intelligence Artificielle},
  author    = {Ninon Devis Salvy and Jun Suzuki},
  year      = {2026},
  booktitle    = {CNC Lab — Centre national du cinéma et de l'image animée}
}

@phdthesis{ devis2025creative,
  title     = {Creative Deep Learning on Real Time Embedded Architectures},
  author    = {Ninon Devis},
  year      = {2025},
  school    = {PhD thesis, Sorbonne Université}
}

@inproceedings{ devis2024generating,
  title     = {Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models},
  author    = {Shahan Nercessian and Johannes Imort and Ninon Devis and Frederik Blang},
  year      = {2024},
  booktitle    = {ISMIR}
}

@inproceedings{ devis2023continuous,
  title     = {Continuous descriptor-based control for deep audio synthesis},
  author    = {Ninon Devis and Nils Demerlé and Sarah Nabi and David Genova and Philippe Esling},
  year      = {2023},
  booktitle    = {ICASSP},
  doi       = {10.1109/ICASSP49357.2023.10095710}
}

@inproceedings{ devis2021neurorack,
  title     = {Neurorack: deep audio learning in hardware synthesizers},
  author    = {Ninon Devis and Philippe Esling},
  year      = {2021},
  booktitle    = {EPFL PhD Seminar}
}

@inproceedings{ devis2020ultra,
  title     = {Ultra-light deep MIR by trimming lottery tickets},
  author    = {Philippe Esling and Théis Bazin and Adrien Bitton and Tristan Carsault and Ninon Devis},
  year      = {2020},
  booktitle    = {ISMIR}
}

@inproceedings{ devis2020diet,
  title     = {Diet deep generative audio models with structured lottery},
  author    = {Philippe Esling and Ninon Devis and Adrien Bitton and Antoine Caillon and Axel Chemla--Romeu-Santos and Constance Douwes},
  year      = {2020},
  booktitle    = {DAFx}
}