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hal-03132940v1  Conference papers
Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gael Richard. Self-Supervised VQ-VAE for One-Shot Music Style Transfer
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto / Virtual, Canada
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lirmm-01766795v1  Conference papers
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain 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⟩
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hal-01416366v1  Conference papers
Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Roland Badeau, Gael 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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hal-02005106v1  Conference papers
Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Laurent Girin, Radu 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-01714909v1  Conference papers
Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland 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-01194354v1  Journal articles
Umut Şimşekli, Antoine Liutkus, Taylan Cemgil. Alpha-Stable Matrix Factorization
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, pp.5
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lirmm-02010805v1  Journal articles
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël Habets. CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27 (2), pp.268-282. ⟨10.1109/TASLP.2018.2877892⟩