Antoine Liutkus

Mathieu Fontaine, Roland Badeau, Antoine Liutkus. Separation of Alpha-Stable Random Vectors. Signal Processing, Elsevier, 2020, pp.107465. ⟨10.1016/j.sigpro.2020.107465⟩. ⟨hal-02433213⟩

Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus, Yuki Mitsufuji. Open-Unmix - A Reference Implementation for Music Source Separation. Journal of Open Source Software, Open Journals, 2019, The Journal of Open Source Software, 4 (41), pp.1667. ⟨10.21105/joss.01667⟩. ⟨hal-02293689⟩

Estefania Cano, Derry Fitzgerald, Antoine Liutkus, Mark D. Plumbley, Fabian-Robert Stöter. Musical Source Separation: An Introduction. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2019, 36 (1), pp.31-40. ⟨10.1109/MSP.2018.2874719⟩. ⟨hal-01945345⟩

Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry Fitzgerald, et al.. An Overview of Lead and Accompaniment Separation in Music. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2018, 26 (8), pp.1307-1335. ⟨10.1109/TASLP.2018.2825440⟩. ⟨lirmm-01766781⟩

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

Antoine Liutkus, Emmanuel Vincent. Démixer la musique. Interstices, INRIA, 2016. ⟨hal-01350450⟩

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, ⟨10.1109/TASLP.2016.2570945⟩. ⟨hal-01260588v2⟩

Umut Şimşekli, Antoine Liutkus, Taylan Cemgil. Alpha-Stable Matrix Factorization. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, 22 (12), pp.2289 - 2293. ⟨10.1109/LSP.2015.2477535⟩. ⟨hal-01194354⟩

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 - OSA Publishing, 2015, 29 (9), pp.11898-11911. ⟨10.1364/OE.23.011898⟩. ⟨hal-01146782⟩

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. ⟨10.1088/0031-9155/60/3/1069⟩. ⟨hal-01104616⟩

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⟩

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. ⟨10.1038/srep05552⟩. ⟨hal-01025647⟩

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gael 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. ⟨10.1109/TASL.2013.2260153⟩. ⟨hal-00869603⟩

Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gael Richard. Informed source separation through spectrogram coding and data embedding. Signal Processing, Elsevier, 2012, 92 (8), pp.1937-1949. ⟨10.1016/j.sigpro.2011.09.016⟩. ⟨hal-00643957⟩

Antoine Liutkus, Roland Badeau, Gael 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⟩

Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, et al.. Relative Positional Encoding for Transformers with Linear Complexity. ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. ⟨hal-03256451⟩

Antoine Liutkus, Umut Ş Imşekli, Szymon Majewski, Alain Durmus, Fabian-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. ⟨hal-02191302⟩

Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. 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⟩. ⟨hal-02005106⟩

Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. ⟨10.23919/EUSIPCO.2019.8903091⟩. ⟨hal-02288063⟩

Diego Di Carlo, Antoine Liutkus, Ken Déguernel. Interference reduction on full-length live recordings. ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.736-740, ⟨10.1109/ICASSP.2018.8462621⟩. ⟨hal-01713889⟩

Umut Şimşekli, 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⟩. ⟨hal-01714909⟩

Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Şimşekli, Romain Serizel, et al.. Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. 14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018), Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩. ⟨lirmm-01766795⟩

Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito. The 2018 Signal Separation Evaluation Campaign. LVA/ICA: Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.293-305, ⟨10.1007/978-3-319-93764-9_28⟩. ⟨lirmm-01766791v2⟩

Nicolas Keriven, Antoine Deleforge, Antoine Liutkus. Blind Source Separation Using Mixtures of Alpha-Stable Distributions. ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.771-775, ⟨10.1109/ICASSP.2018.8462095⟩. ⟨hal-01633215v3⟩

Dominic Ward, Russel D. Mason, Chungeun Kim, Fabian-Robert Stöter, Antoine Liutkus, et al.. SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithm. WIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom. ⟨hal-01945362⟩

Antoine Liutkus, Christian Rohlfing, Antoine Deleforge. Audio source separation with magnitude priors: the BEADS model. ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.56-60, ⟨10.1109/ICASSP.2018.8462515⟩. ⟨hal-01713886v2⟩

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. ⟨hal-01515971⟩

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. ⟨hal-01531252⟩

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. ⟨hal-01515951⟩

Christian Rohlfing, Antoine Liutkus, Julian M 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⟩

Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes. WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, New York, United States. ⟨hal-01548508⟩

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⟩

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. ⟨hal-01416366⟩

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. ⟨hal-01580733⟩

Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, et al.. The 2016 Signal Separation Evaluation Campaign. LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.323 - 332, ⟨10.1007/978-3-319-53547-0_31⟩. ⟨hal-01472932⟩

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. ⟨hal-01540484⟩

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 2017), IEEE, Oct 2017, New Paltz, NY, United States. ⟨hal-01548488⟩

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. pp.80-88, ⟨10.1007/978-3-319-53547-0_8⟩. ⟨hal-01401988⟩

Christian Rohlfing, Jeremy E 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. ⟨hal-01515954⟩

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. ⟨hal-01248012⟩

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

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. ⟨hal-01248014⟩

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. ⟨hal-01334614v2⟩

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. ⟨hal-01116689⟩

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. ⟨hal-01170932⟩

Angélique Dremeau, Antoine Liutkus, David Martina, Ori Katz, Christophe Schülke, et al.. Approches Bayésiennes pour la reconstruction de phase Application à l'optique des milieux complexes. GRETSI, Sep 2015, Lyon, France. ⟨hal-02892511⟩

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

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. ⟨hal-01110028v2⟩

Sunit Sivasankaran, Aditya A Nugraha, Emmanuel Vincent, Juan Andrés Morales Cordovilla, Siddharth Dalmia, et al.. Robust ASR using neural network based speech enhancement and feature simulation. ASRU, Dec 2015, Arizona, United States. ⟨hal-01204553⟩

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. pp.387-395, ⟨10.1007/978-3-319-22482-4_45⟩. ⟨hal-01188725⟩

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. ⟨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⟩

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⟩

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. ⟨hal-01000001v2⟩

Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin. Perceptual coding-based informed source separation. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. ⟨hal-01016314⟩

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. pp.2565-2581, ⟨10.1051/shsconf/20140801273⟩. ⟨hal-01053422⟩

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

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. ⟨hal-01074786⟩

Antoine Liutkus, Roland Badeau, Gael Richard. Low bitrate informed source separation of realistic mixtures. ICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩. ⟨hal-00945299⟩

Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection. MLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩. ⟨hal-00959103⟩

Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gael Richard. An overview of informed audio source separation. WIAMIS 2013 - The 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services, Jul 2013, Paris, France. pp.1-4, ⟨10.1109/WIAMIS.2013.6616139⟩. ⟨hal-00958661⟩

Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection. IEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. ⟨hal-02288386⟩

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

Shuhua Zhang, Laurent Girin, Antoine Liutkus. Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.61-65, ⟨10.1109/ICASSP.2013.6637609⟩. ⟨hal-00940328⟩

Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gael 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. pp.53--56, ⟨10.1109/ICASSP.2012.6287815⟩. ⟨hal-00945300⟩

Nicolas Sturmel, Antoine Liutkus, Jonathan Pinel, Laurent Girin, Sylvain Marchand, et al.. Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions. AES 2012 - 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594. ⟨hal-00790783⟩

Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, et al.. Informed Audio Source Separation: A Comparative Study. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c. ⟨hal-00809525⟩

Antoine Liutkus, Angélique Drémeau, Dimitrios Alexiadis, Slim Essid, Petros Daras. Analysis of dance movements using gaussian processes. the 20th ACM international conference, Oct 2012, Nara, France. pp.1375, ⟨10.1145/2393347.2396492⟩. ⟨hal-02943555⟩

Benoît Fuentes, Antoine Liutkus, Roland Badeau, Gael 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. pp.5357--5360. ⟨hal-00945290⟩

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

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

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

Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gael 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. ⟨inria-00610526⟩

Antoine Liutkus, Roland Badeau, Gael Richard. Informed Source Separation Using Latent Components. Latent Variable Analysis and Signal Separation, 2010, Saint Malo, France. pp.498--505, ⟨10.1007/978-3-642-15995-4_62⟩. ⟨hal-00945298⟩

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. ⟨hal-00959108⟩

Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent. Deep neural network based multichannel audio source separation. Audio Source Separation, Springer, pp.157-195, 2018, 978-3-319-73030-1. ⟨10.1007/978-3-319-73031-8_7⟩. ⟨hal-01633858⟩

Bryan Pardo, Antoine Liutkus, Zhiyao Duan, Gael Richard. Applying source separation to music. Audio Source Separation and Speech Enhancement, Chapter 16, Wiley, 2018, 978-1-119-27989-1. ⟨10.1002/9781119279860.ch16⟩. ⟨hal-01945320⟩

Bryan Pardo, Antoine Liutkus, Zhiyao Duan, Gael Richard. Applying source separation to music. Audio Source Separation and Speech Enhancement, Wiley, 2018. ⟨hal-02287707⟩

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, Gael Richard, Roland Badeau. Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signal. France, Patent n° : US20140037110A1. 2010. ⟨hal-02651076⟩

Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Rachel Bittner. MUSDB18 - a corpus for music separation. 2017, ⟨10.5281/zenodo.1117371⟩. ⟨hal-02190845⟩

Laurent Girin, Antoine Liutkus, Gael Richard, Roland Badeau. Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant. 2010. ⟨hal-00945254⟩

Baldwin Dumortier, Antoine Liutkus, Clément Carré, Gabriel Krouk. PeTriBERT : Augmenting BERT with tridimensional encoding for inverse protein folding and design. 2022. ⟨hal-03759515⟩

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

Baptiste Caramiaux, Fabien Lotte, Joost Geurts, Giuseppe Amato, Malte Behrmann, et al.. AI in the media and creative industries. [Research Report] New European Media (NEM). 2019, pp.1-35. ⟨hal-02125504⟩

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, Gael Richard. Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach. [Research Report] 2012, pp.18. ⟨hal-00734022v3⟩

Antoine Liutkus. Processus gaussiens pour la séparation de sources et le codage informé. Autre. Télécom ParisTech, 2012. Français. ⟨NNT : 2012ENST0069⟩. ⟨pastel-00790841⟩

Antoine Liutkus. Principled methods for mixtures processing. Signal and Image Processing. Université de Montpellier, 2022. ⟨tel-03578077⟩

Fabian-Robert Stöter, Antoine Liutkus. museval. 2018. ⟨hal-02099602⟩