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Alexandre Defossez

14 papers · 2015–2026 · 6 venues · across top CS/AI venues

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Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (24) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🌟 Keyword Trendsetter Combo (3) 🧭 Keyword Pioneer πŸ† Keyword Champion (2) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (72)

Venues

ICML (4) NeurIPS (4) ICLR (2) Interspeech (2) AISTATS (1) CVPR (1)

Top co-authors

Yossi Adi (7) Gabriel Synnaeve (6) Jade Copet (5) Felix Kreuk (4) Neil Zeghidour (4) Laurent Mazare (3) Itai Gat (3) Tal Remez (3) Robin San Roman (2) Francis Bach (2)

Research topics

Deep Learning (8) Artificial Intelligence (6) Machine Learning (6) Core AI (6) Models (6) Natural Language Processing (3) Core Methods (3) Speech & Audio (2) Architectures (2) Generation (2) Optimization & Theory (2) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types (1)

Keywords

music generation (2) waveform domain (2) audio generation (2) multimodal learning (2) language model (2) audio source separation (1) data augmentation (1) transfer learning (1) spatial filtering (1) sampling distribution (1) mutual information (1) maximum mean discrepancy (1) preference alignment (1) least squares regression (1) autoregressive model (1) speech enhancement (1) generative model (1) reproducible kernel hilbert space (1) synthetic data (1) conditional generation (1)

Papers

Vision-Speech Models: Teaching Speech Models to Converse about Images CVPR 2026 Aligning Spoken Dialogue Models from User Interactions ICML 2025 High-Fidelity Simultaneous Speech-To-Speech Translation ICML 2025 An Independence-promoting Loss for Music Generation with Language Models ICML 2024 Masked Audio Generation using a Single Non-Autoregressive Transformer ICLR 2024 Proactive Detection of Voice Cloning with Localized Watermarking ICML 2024 AudioGen: Textually Guided Audio Generation ICLR 2023 From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion NeurIPS 2023 Simple and Controllable Music Generation NeurIPS 2023 Textually Pretrained Speech Language Models NeurIPS 2023 Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain Interspeech 2022 Real Time Speech Enhancement in the Waveform Domain Interspeech 2020 SING: Symbol-to-Instrument Neural Generator NeurIPS 2018 Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions AISTATS 2015