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 | 757 | 2023 |
Real time speech enhancement in the waveform domain A Défossez, G Synnaeve, Y Adi Interspeech 2020, 2020 | 438 | 2020 |
High Fidelity Neural Audio Compression A Défossez, J Copet, G Synnaeve, Y Adi TMLR, 2022 | 347 | 2022 |
Music Source Separation in the Waveform Domain A Défossez, N Usunier, L Bottou, F Bach arXiv preprint arXiv:1911.13254, 2019 | 275 | 2019 |
AudioGen: Textually Guided Audio Generation F Kreuk, G Synnaeve, A Polyak, U Singer, A Défossez, J Copet, D Parikh, ... ICML 2022, 2022 | 208 | 2022 |
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 | 195 | 2023 |
A Simple Convergence Proof of Adam and Adagrad A Défossez, L Bottou, F Bach, N Usunier TMLR, 2020 | 191* | 2020 |
Hybrid Spectrogram and Waveform Source Separation A Défossez MDX Workshop, ISMIR 2021, 2021 | 146 | 2021 |
Averaged least-mean-squares: Bias-variance trade-offs and optimal sampling distributions A Défossez, F Bach Artificial Intelligence and Statistics, 205-213, 2015 | 99* | 2015 |
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 | 91 | 2019 |
Hybrid transformers for music source separation S Rouard, F Massa, A Défossez ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 89 | 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 | 87 | 2023 |
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 | 79 | 2018 |
Music demixing challenge 2021 Y Mitsufuji, G Fabbro, S Uhlich, FR Stöter, A Défossez, M Kim, W Choi, ... Frontiers in Signal Processing, 18, 2022 | 74 | 2022 |
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 | 40 | 2019 |
Differentiable Model Compression via Pseudo Quantization Noise A Défossez, Y Adi, G Synnaeve TMLR, 2021 | 36 | 2021 |
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 | 27 | 2023 |
AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods A Défossez, F Bach arXiv preprint arXiv:1711.01761, 2017 | 19 | 2017 |
Selection and modification of features used by one or more machine learned models used by an online system H Mehanna, SM Bowers, A Defossez, P Oberoi, O Jin US Patent 10,002,329, 2018 | 16 | 2018 |
Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain D Markovic, A Defossez, A Richard arXiv preprint arXiv:2206.15423, 2022 | 14 | 2022 |