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Neural Granular Sound Synthesis

Aug 31, 2020
Adrien Bitton, Philippe Esling, Tatsuya Harada


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Timbre latent space: exploration and creative aspects

Aug 17, 2020
Antoine Caillon, Adrien Bitton, Brice Gatinet, Philippe Esling


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Creativity in the era of artificial intelligence

Aug 13, 2020
Philippe Esling, Ninon Devis

* Keynote paper - JIM Conference 2020 - 12 pages 

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Ultra-light deep MIR by trimming lottery tickets

Jul 31, 2020
Philippe Esling, Theis Bazin, Adrien Bitton, Tristan Carsault, Ninon Devis

* 8 pages, 2 figures. 21st International Society for Music Information Retrieval Conference 11-15 October 2020, Montreal, Canada 

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Diet deep generative audio models with structured lottery

Jul 31, 2020
Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla--Romeu-Santos, Constance Douwes

* 8 pages, 5 figures. Proceedings of the 23rd International Conference on Digital Audio Effects (DAFx-20), Vienna, Austria, September 8-12, 2020 

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Vector-Quantized Timbre Representation

Jul 13, 2020
Adrien Bitton, Philippe Esling, Tatsuya Harada


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Cross-modal variational inference for bijective signal-symbol translation

Feb 10, 2020
Axel Chemla--Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag

* Proceedings of the 22nd International Conference on Digital Audio Effects (DAFx-2019) 

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Using musical relationships between chord labels in automatic chord extraction tasks

Nov 14, 2019
Tristan Carsault, Jérôme Nika, Philippe Esling

* Accepted for publication in ISMIR, 2018 

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Multi-Step Chord Sequence Prediction Based on Aggregated Multi-Scale Encoder-Decoder Network

Nov 12, 2019
Tristan Carsault, Andrew McLeod, Philippe Esling, Jérôme Nika, Eita Nakamura, Kazuyoshi Yoshii

* Accepted for publication in MLSP, 2019 

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Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds

Jul 04, 2019
Cyran Aouameur, Philippe Esling, Gaëtan Hadjeres

* 8 pages, accepted at the International Conference on Computational Creativity 2019 

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Universal audio synthesizer control with normalizing flows

Jul 01, 2019
Philippe Esling, Naotake Masuda, Adrien Bardet, Romeo Despres, Axel Chemla--Romeu-Santos

* DaFX 2019 

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Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders

Apr 12, 2019
Adrien Bitton, Philippe Esling, Antoine Caillon, Martin Fouilleul

* this article was submitted to the 22nd International Conference on Digital Audio Effects (DAFx 2019), the non-anonymous review is in progress ; we also work on a companion repository https://github.com/adrienchaton/Expressive_WAE_FADER 

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A database linking piano and orchestral MIDI scores with application to automatic projective orchestration

Oct 19, 2018
Léopold Crestel, Philippe Esling, Lena Heng, Stephen McAdams


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Live Orchestral Piano, a system for real-time orchestral music generation

May 18, 2017
Léopold Crestel, Philippe Esling


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