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Streamable Neural Audio Synthesis With Non-Causal Convolutions


Apr 14, 2022
Antoine Caillon , Philippe Esling


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HEAR 2021: Holistic Evaluation of Audio Representations


Mar 26, 2022
Joseph Turian , Jordie Shier , Humair Raj Khan , Bhiksha Raj , Björn W. Schuller , Christian J. Steinmetz , Colin Malloy , George Tzanetakis , Gissel Velarde , Kirk McNally , Max Henry , Nicolas Pinto , Camille Noufi , Christian Clough , Dorien Herremans , Eduardo Fonseca , Jesse Engel , Justin Salamon , Philippe Esling , Pranay Manocha , Shinji Watanabe , Zeyu Jin , Yonatan Bisk

* to appear in Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track 

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RAVE: A variational autoencoder for fast and high-quality neural audio synthesis


Nov 09, 2021
Antoine Caillon , Philippe Esling


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Signal-domain representation of symbolic music for learning embedding spaces


Sep 08, 2021
Mathieu Prang , Philippe Esling

* The 2020 Joint Conference on AI Music Creativity, Oct 2020, Stockholm, Sweden 

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A Multi-Objective Approach for Sustainable Generative Audio Models


Jul 06, 2021
Constance Douwes , Philippe Esling , Jean-Pierre Briot

* 9 pages, 3 figures 

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Spectrogram Inpainting for Interactive Generation of Instrument Sounds


Apr 15, 2021
Théis Bazin , Gaëtan Hadjeres , Philippe Esling , Mikhail Malt

* Proceedings of the 1st Joint Conference on AI Music Creativity, 2020 (p. 10). Stockholm, Sweden: AIMC 
* 8 pages + references + appendices. 4 figures. Published as a conference paper at the The 2020 Joint Conference on AI Music Creativity, October 19-23, 2020, organized and hosted virtually by the Royal Institute of Technology (KTH), Stockholm, Sweden 

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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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