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ORCIDAlexandre Défossez
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2020 – today
- 2024
[j5]Giorgio Fabbro
, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami, Tatsuya Harada, Minseok Kim, Jun Hyung Lee, Yuanliang Dong, Xinran Zhang, Jiafeng Liu, Yuki Mitsufuji:
The Sound Demixing Challenge 2023 - Music Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 7(1): 63-84 (2024)- [c13]Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Yossi Adi:
Masked Audio Generation using a Single Non-Autoregressive Transformer. ICLR 2024 - [c12]Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez:
An Independence-promoting Loss for Music Generation with Language Models. ICML 2024 - [c11]Robin San Roman, Pierre Fernandez, Hady Elsahar, Alexandre Défossez, Teddy Furon, Tuan Tran:
Proactive Detection of Voice Cloning with Localized Watermarking. ICML 2024 - [i25]Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi:
Masked Audio Generation using a Single Non-Autoregressive Transformer. CoRR abs/2401.04577 (2024) - [i24]Robin San Roman, Pierre Fernandez, Alexandre Défossez, Teddy Furon, Tuan Tran, Hady Elsahar:
Proactive Detection of Voice Cloning with Localized Watermarking. CoRR abs/2401.17264 (2024) - [i23]Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez:
An Independence-promoting Loss for Music Generation with Language Models. CoRR abs/2406.02315 (2024) - [i22]Simon Rouard, Yossi Adi, Jade Copet, Axel Roebel, Alexandre Défossez:
Audio Conditioning for Music Generation via Discrete Bottleneck Features. CoRR abs/2407.12563 (2024) - 2023
- [j4]Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King:
Decoding speech perception from non-invasive brain recordings. Nat. Mac. Intell. 5(10): 1097-1107 (2023) - [j3]Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi:
High Fidelity Neural Audio Compression. Trans. Mach. Learn. Res. 2023 (2023) - [c10]Simon Rouard, Francisco Massa, Alexandre Défossez:
Hybrid Transformers for Music Source Separation. ICASSP 2023: 1-5 - [c9]Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi:
AudioGen: Textually Guided Audio Generation. ICLR 2023 - [c8]Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez:
Simple and Controllable Music Generation. NeurIPS 2023 - [c7]Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi:
Textually Pretrained Speech Language Models. NeurIPS 2023 - [c6]Robin San Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez:
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. NeurIPS 2023 - [i21]Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi:
Textually Pretrained Speech Language Models. CoRR abs/2305.13009 (2023) - [i20]Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez:
Simple and Controllable Music Generation. CoRR abs/2306.05284 (2023) - [i19]Robin San-Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez:
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. CoRR abs/2308.02560 (2023) - [i18]Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami, Tatsuya Harada, Minseok Kim, Jun Hyung Lee, Yuanliang Dong, Xinran Zhang, Jiafeng Liu, Yuki Mitsufuji:
The Sound Demixing Challenge 2023 - Music Demixing Track. CoRR abs/2308.06979 (2023) - [i17]Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve:
Code Llama: Open Foundation Models for Code. CoRR abs/2308.12950 (2023) - 2022
- [j2]Alexandre Défossez, Yossi Adi, Gabriel Synnaeve:
Differentiable Model Compression via Pseudo Quantization Noise. Trans. Mach. Learn. Res. 2022 (2022) - [j1]Alexandre Défossez, Léon Bottou, Francis R. Bach, Nicolas Usunier:
A Simple Convergence Proof of Adam and Adagrad. Trans. Mach. Learn. Res. 2022 (2022) - [c5]Dejan Markovic, Alexandre Défossez, Alexander Richard:
Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain. INTERSPEECH 2022: 1806-1810 - [i16]Dejan Markovic, Alexandre Défossez, Alexander Richard:
Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain. CoRR abs/2206.15423 (2022) - [i15]Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King:
Decoding speech from non-invasive brain recordings. CoRR abs/2208.12266 (2022) - [i14]Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi:
AudioGen: Textually Guided Audio Generation. CoRR abs/2209.15352 (2022) - [i13]Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi:
High Fidelity Neural Audio Compression. CoRR abs/2210.13438 (2022) - [i12]Felix Kreuk, Yaniv Taigman, Adam Polyak, Jade Copet, Gabriel Synnaeve, Alexandre Défossez, Yossi Adi:
Audio Language Modeling using Perceptually-Guided Discrete Representations. CoRR abs/2211.01223 (2022) - [i11]Simon Rouard, Francisco Massa, Alexandre Défossez:
Hybrid Transformers for Music Source Separation. CoRR abs/2211.08553 (2022) - 2021
- [i10]Omar Chehab, Alexandre Défossez, Jean-Christophe Loiseau, Alexandre Gramfort, Jean-Remi King:
Deep Recurrent Encoder: A scalable end-to-end network to model brain signals. CoRR abs/2103.02339 (2021) - [i9]Alexandre Défossez, Yossi Adi, Gabriel Synnaeve:
Differentiable Model Compression via Pseudo Quantization Noise. CoRR abs/2104.09987 (2021) - [i8]Alexandre Défossez:
Hybrid Spectrogram and Waveform Source Separation. CoRR abs/2111.03600 (2021) - 2020
- [b1]Alexandre Défossez:
Optimization of fast deep learning models for audio analysis and synthesis. (Optimisation de modèles d'apprentissage rapides pour l'analyse et la synthèse audio). PSL University, Paris, France, 2020 - [c4]Alexandre Défossez, Gabriel Synnaeve, Yossi Adi:
Real Time Speech Enhancement in the Waveform Domain. INTERSPEECH 2020: 3291-3295 - [i7]Alexandre Défossez, Léon Bottou, Francis R. Bach, Nicolas Usunier:
On the Convergence of Adam and Adagrad. CoRR abs/2003.02395 (2020) - [i6]Alexandre Défossez, Gabriel Synnaeve, Yossi Adi:
Real Time Speech Enhancement in the Waveform Domain. CoRR abs/2006.12847 (2020)
2010 – 2019
- 2019
- [c3]Lauréline Perotin, Alexandre Défossez, Emmanuel Vincent, Romain Serizel, Alexandre Guérin:
Regression Versus Classification for Neural Network Based Audio Source Localization. WASPAA 2019: 343-347 - [i5]Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach:
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed. CoRR abs/1909.01174 (2019) - [i4]Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach:
Music Source Separation in the Waveform Domain. CoRR abs/1911.13254 (2019) - 2018
- [c2]Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach:
SING: Symbol-to-Instrument Neural Generator. NeurIPS 2018: 9055-9065 - [i3]Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach:
SING: Symbol-to-Instrument Neural Generator. CoRR abs/1810.09785 (2018) - 2017
- [i2]Alexandre Défossez, Francis R. Bach:
AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods. CoRR abs/1711.01761 (2017) - 2015
- [c1]Alexandre Défossez, Francis R. Bach:
Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions. AISTATS 2015 - 2014
- [i1]Alexandre Défossez, Francis R. Bach:
Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions. CoRR abs/1412.0156 (2014)
Coauthor Index
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last updated on 2024-09-04 00:31 CEST by the dblp team
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