Défossez, Alexandre

14 publications

ICML 2025 Aligning Spoken Dialogue Models from User Interactions Anne Wu, Laurent Mazaré, Neil Zeghidour, Alexandre Défossez

ICML 2025 High-Fidelity Simultaneous Speech-to-Speech Translation Tom Labiausse, Laurent Mazaré, Edouard Grave, Alexandre Défossez, Neil Zeghidour

ICML 2024 An Independence-Promoting Loss for Music Generation with Language Models Jean-Marie Lemercier, Simon Rouard, Jade Copet, Yossi Adi, Alexandre Défossez

ICLR 2024 Masked Audio Generation Using a Single Non-Autoregressive Transformer Alon Ziv, Itai Gat, Gael Le Lan, Tal Remez, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Yossi Adi

ICML 2024 Proactive Detection of Voice Cloning with Localized Watermarking Robin San Roman, Pierre Fernandez, Hady Elsahar, Alexandre Défossez, Teddy Furon, Tuan Tran

ICLR 2023 AudioGen: Textually Guided Audio Generation Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi

NeurIPS 2023 From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion Robin San Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Defossez

TMLR 2023 High Fidelity Neural Audio Compression Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi

NeurIPS 2023 Simple and Controllable Music Generation Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Defossez

NeurIPS 2023 Textually Pretrained Speech Language Models Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Defossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi

TMLR 2022 A Simple Convergence Proof of Adam and AdaGrad Alexandre Défossez, Leon Bottou, Francis Bach, Nicolas Usunier

TMLR 2022 Differentiable Model Compression via Pseudo Quantization Noise Alexandre Défossez, Yossi Adi, Gabriel Synnaeve

NeurIPS 2018 SING: Symbol-to-Instrument Neural Generator Alexandre Defossez, Neil Zeghidour, Nicolas Usunier, Leon Bottou, Francis Bach

AISTATS 2015 Averaged Least-Mean-Squares: Bias-Variance Trade-Offs and Optimal Sampling Distributions Alexandre Défossez, Francis R. Bach