Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Picture for Alexandre Défossez

Alexandre Défossez

FAIR, SIERRA, PSL

Hybrid Transformers for Music Source Separation


Nov 15, 2022
Simon Rouard, Francisco Massa, Alexandre Défossez

Add code


   Access Paper or Ask Questions

Audio Language Modeling using Perceptually-Guided Discrete Representations


Nov 04, 2022
Felix Kreuk, Yaniv Taigman, Adam Polyak, Jade Copet, Gabriel Synnaeve, Alexandre Défossez, Yossi Adi

Add code


   Access Paper or Ask Questions

High Fidelity Neural Audio Compression


Oct 24, 2022
Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi

Add code

* Preprint 

   Access Paper or Ask Questions

AudioGen: Textually Guided Audio Generation


Sep 30, 2022
Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi

Add code


   Access Paper or Ask Questions

Decoding speech from non-invasive brain recordings


Aug 25, 2022
Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King

Add code

* 15 pages, preprint 

   Access Paper or Ask Questions

Hybrid Spectrogram and Waveform Source Separation


Nov 05, 2021
Alexandre Défossez

Add code

* ISMIR 2021 MDX Workshop, 11 pages, 2 figures 

   Access Paper or Ask Questions

Differentiable Model Compression via Pseudo Quantization Noise


Apr 20, 2021
Alexandre Défossez, Yossi Adi, Gabriel Synnaeve

Add code


   Access Paper or Ask Questions

On the Convergence of Adam and Adagrad


Mar 05, 2020
Alexandre Défossez, Léon Bottou, Francis Bach, Nicolas Usunier

Add code

* 19 pages, 0 figures, preprint version 

   Access Paper or Ask Questions

Music Source Separation in the Waveform Domain


Nov 27, 2019
Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis Bach

Add code


   Access Paper or Ask Questions

Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed


Sep 03, 2019
Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis Bach

Add code


   Access Paper or Ask Questions

1
2
>>