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hal-01194354v1  Journal articles
Umut ŞimşekliAntoine LiutkusTaylan Cemgil. Alpha-Stable Matrix Factorization
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, pp.5
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hal-01714909v1  Conference papers
Umut SimsekliHalil ErdoganSimon LeglaiveAntoine LiutkusRoland Badeau et al.  Alpha-stable low-rank plus residual decomposition for speech enhancement
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩
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hal-02191302v1  Conference papers
Antoine LiutkusUmut ImşekliSzymon MajewskiAlain DurmusFabian-Robert Stöter. Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States
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hal-02005106v1  Conference papers
Simon LeglaiveUmut ŞimşekliAntoine LiutkusLaurent GirinRadu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩
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hal-01416366v1  Conference papers
Simon LeglaiveUmut ŞimşekliAntoine LiutkusRoland BadeauGael Richard. Alpha-Stable Multichannel Audio Source Separation
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
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lirmm-01766795v1  Conference papers
Mathieu FontaineFabian-Robert StöterAntoine LiutkusUmut SimsekliRomain Serizel et al.  Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition
LVA/ICA: Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩