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Antoine Liutkus

7
Documents

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Publications

umut-simsekli
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Alpha-Stable Matrix Factorization

Umut Şimşekli , Antoine Liutkus , Taylan Cemgil
IEEE Signal Processing Letters, 2015, 22 (12), pp.2289 - 2293. ⟨10.1109/LSP.2015.2477535⟩
Article dans une revue hal-01194354v1
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Relative Positional Encoding for Transformers with Linear Complexity

Antoine Liutkus , Ondřej Cífka , Shih-Lun Wu , Umut Şimşekli , Yi-Hsuan Yang
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. pp.7067-7079
Communication dans un congrès hal-03256451v1
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Speech enhancement with variational autoencoders and alpha-stable distributions

Simon Leglaive , Umut Şimşekli , Antoine Liutkus , Laurent Girin , Radu Horaud
ICASSP 2019 - 44th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩
Communication dans un congrès hal-02005106v1
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Alpha-stable low-rank plus residual decomposition for speech enhancement

Umut Şimşekli , Halil Erdogan , Simon Leglaive , Antoine Liutkus , Roland Badeau
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩
Communication dans un congrès hal-01714909v1
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Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

Mathieu Fontaine , Fabian-Robert Stöter , Antoine Liutkus , Umut Şimşekli , Romain Serizel
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩
Communication dans un congrès lirmm-01766795v1
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Alpha-Stable Multichannel Audio Source Separation

Simon Leglaive , Umut Şimşekli , Antoine Liutkus , Roland Badeau , Gael Richard
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
Communication dans un congrès hal-01416366v1
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Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets

Antoine Liutkus , Umut Şimşekli , Taylan Cemgil
International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic
Communication dans un congrès hal-01170932v1