Alexandre Défossez

54 papers A* 10A 3Misc 1Journal 37Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Simultaneous Speech-to-Speech Translation Without Aligned Data. CoRR Tom Labiausse, Romain Fabre, Yannick Estève, Alexandre Défossez, Neil Zeghidour
2025	A*	`conf`	Aligning Spoken Dialogue Models from User Interactions. ICML Anne Wu, Laurent Mazaré, Neil Zeghidour, Alexandre Défossez
2025	J	`jnl`	Aligning Spoken Dialogue Models from User Interactions. CoRR Anne Wu, Laurent Mazaré, Neil Zeghidour, Alexandre Défossez
2025	J	`jnl`	Continuous Audio Language Models. CoRR Simon Rouard, Manu Orsini, Axel Roebel, Neil Zeghidour, Alexandre Défossez
2025	A*	`conf`	High-Fidelity Simultaneous Speech-To-Speech Translation. ICML Tom Labiausse, Laurent Mazaré, Edouard Grave, Alexandre Défossez, Neil Zeghidour
2025	J	`jnl`	High-Fidelity Simultaneous Speech-To-Speech Translation. CoRR Tom Labiausse, Laurent Mazaré, Edouard Grave, Patrick Pérez, Alexandre Défossez, Neil Zeghidour
2025	J	`jnl`	Streaming Sequence-to-Sequence Learning with Delayed Streams Modeling. CoRR Neil Zeghidour, Eugene Kharitonov, Manu Orsini, Václav Volhejn, Gabriel de Marmiesse, Edouard Grave, Patrick Pérez, Laurent Mazaré, Alexandre Défossez
2025	J	`jnl`	Vision-Speech Models: Teaching Speech Models to Converse about Images. CoRR Amélie Royer, Moritz Böhle, Gabriel de Marmiesse, Laurent Mazaré, Neil Zeghidour, Alexandre Défossez, Patrick Pérez
2024	A*	`conf`	An Independence-promoting Loss for Music Generation with Language Models. ICML Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez
2024	J	`jnl`	An Independence-promoting Loss for Music Generation with Language Models. CoRR Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez
2024	—	`conf`	Audio Conditioning for Music Generation via Discrete Bottleneck Features. ISMIR Simon Rouard, Yossi Adi, Jade Copet, Axel Roebel, Alexandre Défossez
2024	J	`jnl`	Audio Conditioning for Music Generation via Discrete Bottleneck Features. CoRR Simon Rouard, Yossi Adi, Jade Copet, Axel Roebel, Alexandre Défossez
2024	A*	`conf`	Masked Audio Generation using a Single Non-Autoregressive Transformer. ICLR Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
2024	J	`jnl`	Masked Audio Generation using a Single Non-Autoregressive Transformer. CoRR Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi
2024	J	`jnl`	Moshi: a speech-text foundation model for real-time dialogue. CoRR Alexandre Défossez, Laurent Mazaré, Manu Orsini, Amélie Royer, Patrick Pérez, Hervé Jégou, Edouard Grave, Neil Zeghidour
2024	A*	`conf`	Proactive Detection of Voice Cloning with Localized Watermarking. ICML Robin San Roman, Pierre Fernandez, Hady Elsahar, Alexandre Défossez, Teddy Furon, Tuan Tran
2024	J	`jnl`	Proactive Detection of Voice Cloning with Localized Watermarking. CoRR Robin San Roman, Pierre Fernandez, Alexandre Défossez, Teddy Furon, Tuan Tran, Hady Elsahar
2024	J	`jnl`	The Sound Demixing Challenge 2023 - Music Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 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
2023	A*	`conf`	AudioGen: Textually Guided Audio Generation. ICLR Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi
2023	J	`jnl`	Code Llama: Open Foundation Models for Code. CoRR 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
2023	J	`jnl`	Decoding speech perception from non-invasive brain recordings. Nat. Mac. Intell. Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King
2023	A*	`conf`	From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. NeurIPS Robin San Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez
2023	J	`jnl`	From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. CoRR Robin San-Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez
2023	J	`jnl`	High Fidelity Neural Audio Compression. Trans. Mach. Learn. Res. Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi
2023	Misc	`conf`	Hybrid Transformers for Music Source Separation. ICASSP Simon Rouard, Francisco Massa, Alexandre Défossez
2023	A*	`conf`	Simple and Controllable Music Generation. NeurIPS Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez
2023	J	`jnl`	Simple and Controllable Music Generation. CoRR Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez
2023	A*	`conf`	Textually Pretrained Speech Language Models. NeurIPS 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
2023	J	`jnl`	Textually Pretrained Speech Language Models. CoRR 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
2023	J	`jnl`	The Sound Demixing Challenge 2023 - Music Demixing Track. CoRR 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
2022	J	`jnl`	A Simple Convergence Proof of Adam and Adagrad. Trans. Mach. Learn. Res. Alexandre Défossez, Léon Bottou, Francis R. Bach, Nicolas Usunier
2022	J	`jnl`	Audio Language Modeling using Perceptually-Guided Discrete Representations. CoRR Felix Kreuk, Yaniv Taigman, Adam Polyak, Jade Copet, Gabriel Synnaeve, Alexandre Défossez, Yossi Adi
2022	J	`jnl`	AudioGen: Textually Guided Audio Generation. CoRR Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi
2022	J	`jnl`	Decoding speech from non-invasive brain recordings. CoRR Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King
2022	J	`jnl`	Differentiable Model Compression via Pseudo Quantization Noise. Trans. Mach. Learn. Res. Alexandre Défossez, Yossi Adi, Gabriel Synnaeve
2022	J	`jnl`	High Fidelity Neural Audio Compression. CoRR Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi
2022	J	`jnl`	Hybrid Transformers for Music Source Separation. CoRR Simon Rouard, Francisco Massa, Alexandre Défossez
2022	A	`conf`	Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain. INTERSPEECH Dejan Markovic, Alexandre Défossez, Alexander Richard
2022	J	`jnl`	Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain. CoRR Dejan Markovic, Alexandre Défossez, Alexander Richard
2021	J	`jnl`	Deep Recurrent Encoder: A scalable end-to-end network to model brain signals. CoRR Omar Chehab, Alexandre Défossez, Jean-Christophe Loiseau, Alexandre Gramfort, Jean-Remi King
2021	J	`jnl`	Differentiable Model Compression via Pseudo Quantization Noise. CoRR Alexandre Défossez, Yossi Adi, Gabriel Synnaeve
2021	J	`jnl`	Hybrid Spectrogram and Waveform Source Separation. CoRR Alexandre Défossez
2020	J	`jnl`	On the Convergence of Adam and Adagrad. CoRR Alexandre Défossez, Léon Bottou, Francis R. Bach, Nicolas Usunier
2020	—	`—`	Optimization of fast deep learning models for audio analysis and synthesis. (Optimisation de modèles d'apprentissage rapides pour l'analyse et la synthèse audio). Alexandre Défossez
2020	A	`conf`	Real Time Speech Enhancement in the Waveform Domain. INTERSPEECH Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
2020	J	`jnl`	Real Time Speech Enhancement in the Waveform Domain. CoRR Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
2019	J	`jnl`	Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed. CoRR Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach
2019	J	`jnl`	Music Source Separation in the Waveform Domain. CoRR Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach
2019	—	`conf`	Regression Versus Classification for Neural Network Based Audio Source Localization. WASPAA Lauréline Perotin, Alexandre Défossez, Emmanuel Vincent, Romain Serizel, Alexandre Guérin
2018	A*	`conf`	SING: Symbol-to-Instrument Neural Generator. NeurIPS Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach
2018	J	`jnl`	SING: Symbol-to-Instrument Neural Generator. CoRR Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach
2017	J	`jnl`	AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods. CoRR Alexandre Défossez, Francis R. Bach
2015	A	`conf`	Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions. AISTATS Alexandre Défossez, Francis R. Bach
2014	J	`jnl`	Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions. CoRR Alexandre Défossez, Francis R. Bach