| Code llama: Open foundation models for code B Roziere, J Gehring, F Gloeckle, S Sootla, I Gat, XE Tan, Y Adi, J Liu, ... arXiv preprint arXiv:2308.12950, 2023 | 1383 | 2023 |
| High Fidelity Neural Audio Compression A Défossez, J Copet, G Synnaeve, Y Adi TMLR, 2022 | 584 | 2022 |
| Real time speech enhancement in the waveform domain A Défossez, G Synnaeve, Y Adi Interspeech 2020, 2020 | 529 | 2020 |
| Simple and Controllable Music Generation J Copet, F Kreuk, I Gat, T Remez, D Kant, G Synnaeve, Y Adi, A Défossez Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 368 | 2023 |
| Music Source Separation in the Waveform Domain A Défossez, N Usunier, L Bottou, F Bach arXiv preprint arXiv:1911.13254, 2019 | 320 | 2019 |
| AudioGen: Textually Guided Audio Generation F Kreuk, G Synnaeve, A Polyak, U Singer, A Défossez, J Copet, D Parikh, ... ICML 2022, 2022 | 302 | 2022 |
| A Simple Convergence Proof of Adam and Adagrad A Défossez, L Bottou, F Bach, N Usunier TMLR, 2020 | 228* | 2020 |
| Hybrid Spectrogram and Waveform Source Separation A Défossez MDX Workshop, ISMIR 2021, 2021 | 200 | 2021 |
| Hybrid transformers for music source separation S Rouard, F Massa, A Défossez ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 158 | 2023 |
| Decoding speech perception from non-invasive brain recordings A Défossez, C Caucheteux, J Rapin, O Kabeli, JR King Nature Machine Intelligence, 1-11, 2023 | 126 | 2023 |
| Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed A Défossez, N Usunier, L Bottou, F Bach arXiv preprint arXiv:1909.01174, 2019 | 104 | 2019 |
| Averaged least-mean-squares: Bias-variance trade-offs and optimal sampling distributions A Défossez, F Bach Artificial Intelligence and Statistics, 205-213, 2015 | 101 | 2015 |
| Music demixing challenge 2021 Y Mitsufuji, G Fabbro, S Uhlich, FR Stöter, A Défossez, M Kim, W Choi, ... Frontiers in Signal Processing, 18, 2022 | 93 | 2022 |
| SING: Symbol-to-Instrument Neural Generator A Défossez, N Zeghidour, N Usunier, L Bottou, F Bach Advances in Neural Information Processing Systems, 9055-9065, 2018 | 84 | 2018 |
| Textually Pretrained Speech Language Models M Hassid, T Remez, TA Nguyen, I Gat, A Conneau, F Kreuk, J Copet, ... Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 47 | 2023 |
| Regression versus classification for neural network based audio source localization L Perotin, A Défossez, E Vincent, R Serizel, A Guérin 2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019 | 46 | 2019 |
| Differentiable Model Compression via Pseudo Quantization Noise A Défossez, Y Adi, G Synnaeve TMLR, 2021 | 44 | 2021 |
| Masked Audio Generation using a Single Non-Autoregressive Transformer A Ziv, I Gat, GL Lan, T Remez, F Kreuk, A Défossez, J Copet, G Synnaeve, ... ICLR 2024, 2024 | 26 | 2024 |
| Proactive detection of voice cloning with localized watermarking R San Roman, P Fernandez, H Elsahar, A Défossez, T Furon, T Tran Forty-first International Conference on Machine Learning, 2024 | 22* | 2024 |
| AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods A Défossez, F Bach arXiv preprint arXiv:1711.01761, 2017 | 19 | 2017 |
Yossi AdiThe Hebrew University of JerusalemAdresse e-mail validée de mail.huji.ac.il
