Antoine Liutkus

Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent. Multichannel audio source separation with deep neural networks. IEEE/ACM Transactions on Audio, Speech, and Language Processing, IEEE, 2016, 24 (10), pp.1652-1664. 〈10.1109/TASLP.2016.2580946〉. 〈hal-01163369v5〉

Derry Fitzgerald, Antoine Liutkus, Roland Badeau. Projection-based demixing of spatial audio. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2016. 〈hal-01260588v2〉

Antoine Liutkus, Emmanuel Vincent. Démixer la musique. Interstices, INRIA, 2016, 〈https://interstices.info/jcms/p_84088/demixer-la-musique〉. 〈hal-01350450〉

Umut Simsekli, Antoine Liutkus, Taylan Cemgil. Alpha-Stable Matrix Factorization. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, pp.5. 〈hal-01194354〉

Na Liu, Antoine Liutkus, Jean-François Aubry, Laurent Marsac, Mickael Tanter, et al.. Random Calibration for Accelerating MR-ARFI Guided Ultrasonic Focusing in Transcranial Therapy. Physics in Medicine and Biology, IOP Publishing, 2015, 60 (3), pp.21. 〈http://iopscience.iop.org/0031-9155/60/3/1069/pdf/0031-9155_60_3_1069.pdf〉. 〈10.1088/0031-9155/60/3/1069〉. 〈hal-01104616〉

Angélique Drémeau, Antoine Liutkus, David Martina, Ori Katz, Christophe Schülke, et al.. Reference-less measurement of the transmission matrix of a highly scattering material using a DMD and phase retrieval techniques. Optics Express, Optical Society of America, 2015, 29 (9), pp.11898-11911. 〈10.1364/OE.23.011898〉. 〈hal-01146782〉

Antoine Liutkus, David Martina, Sébastien Popoff, Gilles Chardon, Ori Katz, et al.. Imaging With Nature: Compressive Imaging Using a Multiply Scattering Medium. Scientific Reports, Nature Publishing Group, 2014, 4, pp.14. 〈http://www.nature.com/srep/2014/140709/srep05552/full/srep05552.html〉. 〈10.1038/srep05552〉. 〈hal-01025647〉

Antoine Liutkus, Derry Fitzgerald, Zafar Rafii, Bryan Pardo, Laurent Daudet. Kernel Additive Models for Source Separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, pp.14. 〈10.1109/TSP.2014.2332434〉. 〈hal-01011044v2〉

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Coding-based informed source separation: Nonnegative tensor factorization approach. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013, 21 (8), pp.1699-1712. 〈http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6508860〉. 〈10.1109/TASL.2013.2260153〉. 〈hal-00869603〉

Antoine Liutkus, Roland Badeau, Gaël Richard. Gaussian Processes for Underdetermined Source Separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2011, 59 (7), pp.3155 - 3167. 〈10.1109/TSP.2011.2119315〉. 〈hal-00643951〉

Paul Magron, Roland Badeau, Antoine Liutkus. Lévy NMF : un modèle robuste de séparation de sources non-négatives. Colloque GRETSI, Sep 2017, Juan-Les-Pins, France. 2017, Actes du XXVIème Colloque GRETSI. <http://gretsi.fr/colloque2017/>. <hal-01540484>

Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2017, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). <http://www.waspaa.com/>. <hal-01548508>

Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, et al.. The 2016 Signal Separation Evaluation Campaign. Petr Tichavský ; Massoud Babaie-Zadeh; Olivier J.J. Michel ; Nadège Thirion-Moreau 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Springer, 10169, pp.323 - 332, 2017, LNCS - Lecture Notes in Computer Science <10.1007/978-3-319-53547-0_31>. <hal-01472932>

Christian Rohlfing, Jeremy Cohen, Antoine Liutkus. Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017. <hal-01515954>

Christian Rohlfing, Antoine Liutkus, Julian Becker. Quantization-aware Parameter Estimation for Audio Upmixing. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. <hal-01515955>

Derry Fitzgerald, Zafar Rafii, Antoine Liutkus. User Assisted Separation of Repeating Patterns in Time and Frequency using Magnitude Projections. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. <hal-01515956>

Diego Di Carlo, Ken Déguernel, Antoine Liutkus. Gaussian framework for interference reduction in live recordings. AES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany. 2017. <hal-01515971>

Fatemeh Pishdadian, Bryan Pardo, Antoine Liutkus. A multi-resolution approach to common fate-based audio separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017. <hal-01515951>

Paul Magron, Roland Badeau, Antoine Liutkus. Lévy NMF for Robust Nonnegative Source Separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. 2017, Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). <http://www.waspaa.com/>. <hal-01548488>

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau. Scalable Source Localization with Multichannel Alpha-Stable Distributions. 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15, 2017, Proc. of 25th European Signal Processing Conference (EUSIPCO). <http://www.eusipco2017.org/>. <hal-01531252>

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau. Sketching for nearfield acoustic imaging of heavy-tailed sources. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Lecture Notes in Computer Science, 10169, pp.80-88, 2017, Latent Variable Analysis and Signal Separation 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings. <http://www.lva-ica-2017.com>. <10.1007/978-3-319-53547-0_8>. <hal-01401988>

Antoine Liutkus, Kazuyoshi Yoshii. A diagonal plus low-rank covariance model for computationally efficient source separation. IEEE international workshop on machine learning for signal processing (MLSP), Sep 2017, Tokyo, Japan. 2017. <hal-01580733>

Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard. Alpha-Stable Multichannel Audio Source Separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017, Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). 〈http://www.ieee-icassp2017.org/〉. 〈hal-01416366〉

Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent. Multichannel Music Separation with Deep Neural Networks. European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752, Proceedings of the 24th European Signal Processing Conference (EUSIPCO) <http://www.eusipco2016.org/>. <hal-01334614v2>

Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron. Common Fate Model for Unison source Separation. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. IEEE, 2016, Proceedings of the 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP). 〈hal-01248012〉

Derry Fitzgerald, Antoine Liutkus, Roland Badeau. PROJET - Spatial Audio Separation Using Projections. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. IEEE, Proceedings of the 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016. 〈hal-01248014〉

Andrew Simpson, Gerard Roma, Emad Grais, Russell Mason, Chris Hummersone, et al.. Evaluation of Audio Source Separation Models Using Hypothesis-Driven Non-Parametric Statistical Methods. European Signal Processing Conference, Aug 2016, Budapest, Hungary. 〈hal-01410176〉

Thomas Prätzlich, Rachel Bittner, Antoine Liutkus, Meinard Müller. Kernel additive modeling for interference reduction in multi-channel music recordings. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. 2015. 〈hal-01116686v2〉

Antoine Liutkus, Derry Fitzgerald, Roland Badeau. Cauchy Nonnegative Matrix Factorization. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. 〈hal-01170924〉

Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andrés Morales Cordovilla, Siddharth Dalmia, et al.. Robust ASR using neural network based speech enhancement and feature simulation. 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015), Dec 2015, Arizona, United States. 〈hal-01204553〉

Zafar Rafii, Antoine Liutkus, Bryan Pardo. A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, France. 2015. 〈hal-01116689〉

Antoine Liutkus, Roland Badeau. Generalized Wiener filtering with fractional power spectrograms. 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. IEEE, 2015. 〈hal-01110028v2〉

Antoine Liutkus, Umut Şimşekli, Taylan Cemgil. Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic. 2015. 〈hal-01170932〉

Antoine Liutkus, Temiloluwa Olubanjo, Elliot Moore, Maysam Ghovanloo. Source Separation for Target Enhancement of Food Intake Acoustics from Noisy Recordings. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. 〈hal-01174886〉

Antoine Liutkus, Derry Fitzgerald, Zafar Rafii. Scalable audio separation with light kernel additive modelling. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. 2015. 〈hal-01114890v2〉

Nobutaka Ono, Zafar Rafii, Daichi Kitamura, Nobutaka Ito, Antoine Liutkus. The 2015 Signal Separation Evaluation Campaign. International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, France. Lecture Notes in Computer Science, 9237, pp.387-395, 2015, Latent Variable Analysis and Signal Separation. 〈10.1007/978-3-319-22482-4_45〉. 〈hal-01188725〉

Antoine Liutkus, Zafar Rafii, Bryan Pardo, Derry Fitzgerald, Laurent Daudet. Kernel Spectrogram models for source separation. HSCMA, May 2014, Nancy, France. 2014. 〈hal-00959384v4〉

Derry Fitzgerald, Antoine Liutkus, Zafar Rafii, Bryan Pardo, Laurent Daudet. Harmonic/Percussive Separation Using Kernel Additive Modelling. IET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland. 2014. 〈hal-01000001v2〉

Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet. Compressed sensing under strong noise. Application to imaging through multiply scattering media. European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. 2014. 〈hal-01074786〉

Julie Beliao, Antoine Liutkus. OOPS: une approche orientée objet pour l'interrogation et l'analyse linguistique de l'interface prosodie/syntaxe/discours. 4e Congrès Mondial de Linguistique Française, Jul 2014, Berlin, Allemagne. 8, pp.2565-2581, 2014, 〈10.1051/shsconf/20140801273〉. 〈hal-01053422〉

Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection. MLSP, Sep 2013, Southampton, United Kingdom. 2013, 〈http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6661983〉. 〈10.1109/MLSP.2013.6661983〉. 〈hal-00959103〉

Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gaël Richard. An overview of informed audio source separation. WIAMIS, 2013, Paris, France. pp.1-4, 2013, 〈10.1109/WIAMIS.2013.6616139〉. 〈hal-00958661〉

Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Non-negative matrix factorization for single-channel EEG artifact rejection. ICASSP, 2013, Vancouver, Canada. 2013, 〈10.1109/ICASSP.2013.6637836〉. 〈hal-00958775〉

Antoine Liutkus, Roland Badeau, Gaël Richard. Low bitrate informed source separation of realistic mixtures. ICASSP, 2013, Vancouver, Canada. IEEE, pp.66--70, 2013, 〈http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6637610〉. 〈10.1109/ICASSP.2013.6637610〉. 〈hal-00945299〉

Sylvain Marchand, Roland Badeau, Cléo Baras, Laurent Daudet, Dominique Fourer, et al.. DReaM: A Novel System for Joint Source Separation and Multi-Track Coding. 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers, 2012. 〈hal-00809503〉

Benoît Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard. Probabilistic model for main melody extraction using constant-Q transform. 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. IEEE, pp.5357--5360, 2012. 〈hal-00945290〉

Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard. Adaptive filtering for music/voice separation exploiting the repeating musical structure. 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. IEEE, pp.53--56, 2012, 〈http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6287815〉. 〈10.1109/ICASSP.2012.6287815〉. 〈hal-00945300〉

Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard. Spatial coding-based informed source separation. 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. 2012. 〈hal-00869618〉

Antoine Liutkus, Roland Badeau, Gaël Richard. Multidimensional Signal Separation with Gaussian Processes. Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.401-404, 2011, 〈10.1109/SSP.2011.5967715〉. 〈hal-00643944〉

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Informed source separation: source coding meets source separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Oct 2011, Mohonk, NY, United States. 2011. 〈inria-00610526〉

Antoine Liutkus, Pierre Leveau. Separation of Music+Effects sound track from several international versions of the same movie. AES 128th Convention, May 2010, London, United Kingdom. 2010, 〈http://www.aes.org/e-lib/browse.cfm?elib=15328〉. 〈hal-00959108〉

Antoine Liutkus, Roland Badeau, Gaël Richard. Informed Source Separation Using Latent Components. Vincent Vigneron and Vicente Zarzoso and Eric Moreau and Rémi Gribonval and Emmanuel Vincent. Latent Variable Analysis and Signal Separation, 2010, Saint Malo, France. Springer, 6365, pp.498--505, 2010, Lecture Notes in Computer Science. 〈http://link.springer.com/chapter/10.1007%2F978-3-642-15995-4_62〉. 〈10.1007/978-3-642-15995-4_62〉. 〈hal-00945298〉

Zafar Rafii, Antoine Liutkus, Bryan Pardo. REPET for Background/Foreground Separation in Audio. G.R. Naik and W. Wang. Blind Source Separation, Springer Berlin Heidelberg, pp.395-411, 2014, 978-3-642-55015-7. 〈10.1007/978-3-642-55016-4_14〉. 〈hal-01025563〉

Laurent Girin, Antoine Liutkus, Gaël Richard, Roland Badeau. Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant. Institut Polytechnique de Grenoble et Institut Télécom, Télécom ParisTech. 2010. 〈hal-00945254〉

Julie Beliao, Antoine Liutkus. Rapport technique provisoire des algorithmes utilisés pour le parsing d'un corpus de français oral. 2012. 〈halshs-00682283〉

Paul Magron, Roland Badeau, Antoine Liutkus. Generalized Wiener filtering for positive alpha-stable random variables. [Research Report] 2016D000, Télécom ParisTech. 2016. 〈hal-01340797〉

Manuel Moussallam, Antoine Liutkus, Laurent Daudet. Listening to features. [Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24. 〈hal-01118307〉

Antoine Liutkus. Scale-Space Peak Picking. [Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015. 〈hal-01103123v2〉

Roland Badeau, Antoine Liutkus. Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables. 2014. 〈hal-01069612〉

Antoine Liutkus, Angélique Drémeau, Dimitrios Alexiadis, Slim Essid, Petros Daras. Analysis of dance movements using Gaussian processes. [Research Report] 2012, pp.10. 〈hal-00718791v2〉

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach. [Research Report] 2012, pp.18. 〈hal-00734022v3〉