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Antoine Liutkus

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42484
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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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Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions

Antoine Liutkus , Umut Ş Imşekli , Szymon Majewski , Alain Durmus , Fabian-Robert Stöter
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.4104-4113
Communication dans un congrès hal-02191302v1
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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