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Alexandre Défossez
Alexandre Défossez
Kyutai
Verified email at kyutai.org - Homepage
Title
Cited by
Cited by
Year
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
5502023
Real time speech enhancement in the waveform domain
A Défossez, G Synnaeve, Y Adi
Interspeech 2020, 2020
4182020
High Fidelity Neural Audio Compression
A Défossez, J Copet, G Synnaeve, Y Adi
TMLR, 2022
2732022
Music Source Separation in the Waveform Domain
A Défossez, N Usunier, L Bottou, F Bach
arXiv preprint arXiv:1911.13254, 2019
2682019
A Simple Convergence Proof of Adam and Adagrad
A Défossez, L Bottou, F Bach, N Usunier
TMLR, 2020
174*2020
AudioGen: Textually Guided Audio Generation
F Kreuk, G Synnaeve, A Polyak, U Singer, A Défossez, J Copet, D Parikh, ...
ICML 2022, 2022
1712022
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
1432023
Hybrid Spectrogram and Waveform Source Separation
A Défossez
MDX Workshop, ISMIR 2021, 2021
1372021
Averaged least-mean-squares: Bias-variance trade-offs and optimal sampling distributions
A Défossez, F Bach
Artificial Intelligence and Statistics, 205-213, 2015
95*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
892019
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
792018
Decoding speech perception from non-invasive brain recordings
A Défossez, C Caucheteux, J Rapin, O Kabeli, JR King
Nature Machine Intelligence, 1-11, 2023
732023
Hybrid transformers for music source separation
S Rouard, F Massa, A Défossez
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
722023
Music demixing challenge 2021
Y Mitsufuji, G Fabbro, S Uhlich, FR Stöter, A Défossez, M Kim, W Choi, ...
Frontiers in Signal Processing, 18, 2022
692022
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
402019
Differentiable Model Compression via Pseudo Quantization Noise
A Défossez, Y Adi, G Synnaeve
TMLR, 2021
322021
AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods
A Défossez, F Bach
arXiv preprint arXiv:1711.01761, 2017
202017
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
192023
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
162018
Deep Recurrent Encoder: an end-to-end network to model magnetoencephalography at scale
O Chehab, A Défossez, L Jean-Christophe, A Gramfort, JR King
Neurons, Behavior, Data analysis, and Theory, 2022
15*2022
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Articles 1–20