Antoine Liutkus

Présentation

Publications

Article dans une revue (15)

Separation of Alpha-Stable Random Vectors Mathieu Fontaine,Roland Badeau,Antoine Liutkus Signal Processing, 2020, pp.107465. ⟨10.1016/j.sigpro.2020.107465⟩ Article dans une revue hal-02433213v1
Musical Source Separation: An Introduction Estefania Cano,Derry Fitzgerald,Antoine Liutkus,Mark D. Plumbley,Fabian-Robert Stöter IEEE Signal Processing Magazine, 2019, 36 (1), pp.31-40. ⟨10.1109/MSP.2018.2874719⟩ Article dans une revue hal-01945345v1
Open-Unmix - A Reference Implementation for Music Source Separation Fabian-Robert Stöter,Stefan Uhlich,Antoine Liutkus,Yuki Mitsufuji Journal of Open Source Software, 2019, The Journal of Open Source Software, 4 (41), pp.1667. ⟨10.21105/joss.01667⟩ Article dans une revue hal-02293689v1
An Overview of Lead and Accompaniment Separation in Music Zafar Rafii,Antoine Liutkus,Fabian-Robert Stöter,Stylianos Ioannis Mimilakis,Derry Fitzgeraldet al. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018, 26 (8), pp.1307-1335. ⟨10.1109/TASLP.2018.2825440⟩ Article dans une revue lirmm-01766781v1
Démixer la musique Antoine Liutkus,Emmanuel Vincent Interstices, 2016 Article dans une revue hal-01350450v1
Projection-based demixing of spatial audio Derry Fitzgerald,Antoine Liutkus,Roland Badeau IEEE Transactions on Audio, Speech and Language Processing, 2016, ⟨10.1109/TASLP.2016.2570945⟩ Article dans une revue hal-01260588v2
Multichannel audio source separation with deep neural networks Aditya Arie Nugraha,Antoine Liutkus,Emmanuel Vincent IEEE/ACM Transactions on Audio, Speech and Language Processing, 2016, 24 (10), pp.1652-1664. ⟨10.1109/TASLP.2016.2580946⟩ Article dans une revue hal-01163369v5
Random Calibration for Accelerating MR-ARFI Guided Ultrasonic Focusing in Transcranial Therapy Na Liu,Antoine Liutkus,Jean-François Aubry,Laurent Marsac,Mickael Tanteret al. Physics in Medicine and Biology, 2015, 60 (3), pp.21. ⟨10.1088/0031-9155/60/3/1069⟩ Article dans une revue hal-01104616v1
Alpha-Stable Matrix Factorization Umut Şimşekli,Antoine Liutkus,Taylan Cemgil IEEE Signal Processing Letters, 2015, 22 (12), pp.2289 - 2293. ⟨10.1109/LSP.2015.2477535⟩ Article dans une revue hal-01194354v1
Reference-less measurement of the transmission matrix of a highly scattering material using a DMD and phase retrieval techniques Angélique Drémeau,Antoine Liutkus,David Martina,Ori Katz,Christophe Schülkeet al. Optics Express, 2015, 29 (9), pp.11898-11911. ⟨10.1364/OE.23.011898⟩ Article dans une revue hal-01146782v1
Kernel Additive Models for Source Separation Antoine Liutkus,Derry Fitzgerald,Zafar Rafii,Bryan Pardo,Laurent Daudet IEEE Transactions on Signal Processing, 2014, pp.14. ⟨10.1109/TSP.2014.2332434⟩ Article dans une revue hal-01011044v2
Imaging With Nature: Compressive Imaging Using a Multiply Scattering Medium Antoine Liutkus,David Martina,Sébastien Popoff,Gilles Chardon,Ori Katzet al. Scientific Reports, 2014, 4, pp.14. ⟨10.1038/srep05552⟩ Article dans une revue hal-01025647v1
Coding-based informed source separation: Nonnegative tensor factorization approach Alexey Ozerov,Antoine Liutkus,Roland Badeau,Gael Richard IEEE Transactions on Audio, Speech and Language Processing, 2013, 21 (8), pp.1699-1712. ⟨10.1109/TASL.2013.2260153⟩ Article dans une revue hal-00869603v1
Informed source separation through spectrogram coding and data embedding Antoine Liutkus,Jonathan Pinel,Roland Badeau,Laurent Girin,Gael Richard Signal Processing, 2012, 92 (8), pp.1937-1949. ⟨10.1016/j.sigpro.2011.09.016⟩ Article dans une revue hal-00643957v1
Gaussian Processes for Underdetermined Source Separation Antoine Liutkus,Roland Badeau,Gael Richard IEEE Transactions on Signal Processing, 2011, 59 (7), pp.3155 - 3167. ⟨10.1109/TSP.2011.2119315⟩ Article dans une revue hal-00643951v1

Communication dans un congrès (61)

Black-box language model explanation by context length probing Ondřej Cífka,Antoine Liutkus ACL 2023 - 61st Annual Meeting of the Association for Computational Linguistics, Jul 2023, Toronto, Canada. pp.1067--1079, ⟨10.18653/v1/2023.acl-short.92⟩ Communication dans un congrès hal-03917930v1
Relative Positional Encoding for Transformers with Linear Complexity Antoine Liutkus,Ondřej Cífka,Shih-Lun Wu,Umut Şimşekli,Yi-Hsuan Yanget al. ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. pp.7067-7079 Communication dans un congrès hal-03256451v1
Cauchy Multichannel Speech Enhancement with a Deep Speech Prior Mathieu Fontaine,Aditya Arie Nugraha,Roland Badeau,Kazuyoshi Yoshii,Antoine Liutkus EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. ⟨10.23919/EUSIPCO.2019.8903091⟩ Communication dans un congrès hal-02288063v1
Speech enhancement with variational autoencoders and alpha-stable distributions Simon Leglaive,Umut Şimşekli,Antoine Liutkus,Laurent Girin,Radu Horaud ICASSP 2019 - 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
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
The 2018 Signal Separation Evaluation Campaign Fabian-Robert Stöter,Antoine Liutkus,Nobutaka Ito LVA/ICA: Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.293-305, ⟨10.1007/978-3-319-93764-9_28⟩ Communication dans un congrès lirmm-01766791v2
Interference reduction on full-length live recordings Diego Di Carlo,Antoine Liutkus,Ken Déguernel ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.736-740, ⟨10.1109/ICASSP.2018.8462621⟩ Communication dans un congrès hal-01713889v1
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition Mathieu Fontaine,Fabian-Robert Stöter,Antoine Liutkus,Umut Şimşekli,Romain Serizelet al. 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
Alpha-stable low-rank plus residual decomposition for speech enhancement Umut Şimşekli,Halil Erdogan,Simon Leglaive,Antoine Liutkus,Roland Badeauet al. 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
Blind Source Separation Using Mixtures of Alpha-Stable Distributions Nicolas Keriven,Antoine Deleforge,Antoine Liutkus ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.771-775, ⟨10.1109/ICASSP.2018.8462095⟩ Communication dans un congrès hal-01633215v3
SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithm Dominic Ward,Russel D. Mason,Chungeun Kim,Fabian-Robert Stöter,Antoine Liutkuset al. WIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom Communication dans un congrès hal-01945362v1
Audio source separation with magnitude priors: the BEADS model Antoine Liutkus,Christian Rohlfing,Antoine Deleforge ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.56-60, ⟨10.1109/ICASSP.2018.8462515⟩ Communication dans un congrès hal-01713886v2
Lévy NMF for Robust Nonnegative Source Separation Paul Magron,Roland Badeau,Antoine Liutkus IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017), IEEE, Oct 2017, New Paltz, NY, United States Communication dans un congrès hal-01548488v1
Lévy NMF : un modèle robuste de séparation de sources non-négatives Paul Magron,Roland Badeau,Antoine Liutkus Colloque GRETSI, Sep 2017, Juan-Les-Pins, France Communication dans un congrès hal-01540484v1
Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction Christian Rohlfing,Jeremy E Cohen,Antoine Liutkus 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States Communication dans un congrès hal-01515954v1
Sketching for nearfield acoustic imaging of heavy-tailed sources Mathieu Fontaine,Charles Vanwynsberghe,Antoine Liutkus,Roland Badeau 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⟩ Communication dans un congrès hal-01401988v1
Quantization-aware Parameter Estimation for Audio Upmixing Christian Rohlfing,Antoine Liutkus,Julian M Becker 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States Communication dans un congrès hal-01515955v1
A multi-resolution approach to common fate-based audio separation Fatemeh Pishdadian,Bryan Pardo,Antoine Liutkus 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States Communication dans un congrès hal-01515951v1
Scalable Source Localization with Multichannel Alpha-Stable Distributions Mathieu Fontaine,Charles Vanwynsberghe,Antoine Liutkus,Roland Badeau 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15 Communication dans un congrès hal-01531252v1
Gaussian framework for interference reduction in live recordings Diego Di Carlo,Ken Déguernel,Antoine Liutkus AES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany Communication dans un congrès hal-01515971v1
Explaining the Parameterized Wiener Filter with Alpha-Stable Processes Mathieu Fontaine,Antoine Liutkus,Laurent Girin,Roland Badeau WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, New York, United States Communication dans un congrès hal-01548508v1
User Assisted Separation of Repeating Patterns in Time and Frequency using Magnitude Projections Derry Fitzgerald,Zafar Rafii,Antoine Liutkus 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States Communication dans un congrès hal-01515956v1
Alpha-Stable Multichannel Audio Source Separation Simon Leglaive,Umut Şimşekli,Antoine Liutkus,Roland Badeau,Gael Richard 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States Communication dans un congrès hal-01416366v1
The 2016 Signal Separation Evaluation Campaign Antoine Liutkus,Fabian-Robert Stöter,Zafar Rafii,Daichi Kitamura,Bertrand Rivetet al. 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⟩ Communication dans un congrès hal-01472932v1
A diagonal plus low-rank covariance model for computationally efficient source separation Antoine Liutkus,Kazuyoshi Yoshii IEEE international workshop on machine learning for signal processing (MLSP), Sep 2017, Tokyo, Japan Communication dans un congrès hal-01580733v1
PROJET - Spatial Audio Separation Using Projections Derry Fitzgerald,Antoine Liutkus,Roland Badeau 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China Communication dans un congrès hal-01248014v1
Multichannel Music Separation with Deep Neural Networks Aditya Arie Nugraha,Antoine Liutkus,Emmanuel Vincent European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752 Communication dans un congrès hal-01334614v2
Common Fate Model for Unison source Separation Fabian-Robert Stöter,Antoine Liutkus,Roland Badeau,Bernd Edler,Paul Magron 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China Communication dans un congrès hal-01248012v1
Evaluation of Audio Source Separation Models Using Hypothesis-Driven Non-Parametric Statistical Methods Andrew J R Simpson,Gerard Roma,Emad M Grais,Russell D Mason,Chris Hummersoneet al. European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary Communication dans un congrès hal-01410176v1
Robust ASR using neural network based speech enhancement and feature simulation Sunit Sivasankaran,Aditya A Nugraha,Emmanuel Vincent,Juan Andrés Morales Cordovilla,Siddharth Dalmiaet al. ASRU, Dec 2015, Arizona, United States Communication dans un congrès hal-01204553v1
Generalized Wiener filtering with fractional power spectrograms Antoine Liutkus,Roland Badeau 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia Communication dans un congrès hal-01110028v2
Kernel additive modeling for interference reduction in multi-channel music recordings Thomas Prätzlich,Rachel Bittner,Antoine Liutkus,Meinard Müller IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia Communication dans un congrès hal-01116686v2
The 2015 Signal Separation Evaluation Campaign Nobutaka Ono,Zafar Rafii,Daichi Kitamura,Nobutaka Ito,Antoine Liutkus 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⟩ Communication dans un congrès hal-01188725v1
Cauchy Nonnegative Matrix Factorization Antoine Liutkus,Derry Fitzgerald,Roland Badeau IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States Communication dans un congrès hal-01170924v1
Source Separation for Target Enhancement of Food Intake Acoustics from Noisy Recordings Antoine Liutkus,Temiloluwa Olubanjo,Elliot Moore,Maysam Ghovanloo IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States Communication dans un congrès hal-01174886v1
Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets Antoine Liutkus,Umut Şimşekli,Taylan Cemgil International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic Communication dans un congrès hal-01170932v1
Approches Bayésiennes pour la reconstruction de phase Application à l'optique des milieux complexes Angélique Dremeau,Antoine Liutkus,David Martina,Ori Katz,Christophe Schülkeet al. GRETSI, Sep 2015, Lyon, France Communication dans un congrès hal-02892511v1
A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds Zafar Rafii,Antoine Liutkus,Bryan Pardo IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, France Communication dans un congrès hal-01116689v1
Scalable audio separation with light kernel additive modelling Antoine Liutkus,Derry Fitzgerald,Zafar Rafii IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2015, Brisbane, Australia Communication dans un congrès hal-01114890v2
Compressed sensing under strong noise. Application to imaging through multiply scattering media Antoine Liutkus,David Martina,Sylvain Gigan,Laurent Daudet European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal Communication dans un congrès hal-01074786v1
Kernel Spectrogram models for source separation Antoine Liutkus,Zafar Rafii,Bryan Pardo,Derry Fitzgerald,Laurent Daudet HSCMA, May 2014, Nancy, France Communication dans un congrès hal-00959384v4
Harmonic/Percussive Separation Using Kernel Additive Modelling Derry Fitzgerald,Antoine Liutkus,Zafar Rafii,Bryan Pardo,Laurent Daudet IET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland Communication dans un congrès hal-01000001v2
Perceptual coding-based informed source separation Serap Kirbiz,Alexey Ozerov,Antoine Liutkus,Laurent Girin EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal Communication dans un congrès hal-01016314v1
OOPS: une approche orientée objet pour l'interrogation et l'analyse linguistique de l'interface prosodie/syntaxe/discours Julie Beliao,Antoine Liutkus 4e Congrès Mondial de Linguistique Française, Jul 2014, Berlin, Allemagne. pp.2565-2581, ⟨10.1051/shsconf/20140801273⟩ Communication dans un congrès hal-01053422v1
Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection Cécilia Damon,Antoine Liutkus,Alexandre Gramfort,Slim Essid IEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom Communication dans un congrès hal-02288386v1
Non-negative matrix factorization for single-channel EEG artifact rejection Cécilia Damon,Antoine Liutkus,Alexandre Gramfort,Slim Essid ICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩ Communication dans un congrès hal-00958775v1
Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation Shuhua Zhang,Laurent Girin,Antoine Liutkus ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.61-65, ⟨10.1109/ICASSP.2013.6637609⟩ Communication dans un congrès hal-00940328v1
Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection Cécilia Damon,Antoine Liutkus,Alexandre Gramfort,Slim Essid MLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩ Communication dans un congrès hal-00959103v1
An overview of informed audio source separation Antoine Liutkus,Jean-Louis Durrieu,Laurent Daudet,Gael Richard 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⟩ Communication dans un congrès hal-00958661v1
Low bitrate informed source separation of realistic mixtures Antoine Liutkus,Roland Badeau,Gael Richard ICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩ Communication dans un congrès hal-00945299v1
Probabilistic model for main melody extraction using constant-Q transform Benoît Fuentes,Antoine Liutkus,Roland Badeau,Gael Richard 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. pp.5357--5360 Communication dans un congrès hal-00945290v1
Spatial coding-based informed source separation Antoine Liutkus,Alexey Ozerov,Roland Badeau,Gael Richard 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania Communication dans un congrès hal-00869618v1
DReaM: A Novel System for Joint Source Separation and Multi-Track Coding Sylvain Marchand,Roland Badeau,Cléo Baras,Laurent Daudet,Dominique Foureret al. AES 2012 - 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers Communication dans un congrès hal-00809503v1
Analysis of dance movements using gaussian processes Antoine Liutkus,Angélique Drémeau,Dimitrios Alexiadis,Slim Essid,Petros Daras the 20th ACM international conference, Oct 2012, Nara, France. pp.1375, ⟨10.1145/2393347.2396492⟩ Communication dans un congrès hal-02943555v1
Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions Nicolas Sturmel,Antoine Liutkus,Jonathan Pinel,Laurent Girin,Sylvain Marchandet al. AES 2012 - 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594 Communication dans un congrès hal-00790783v1
Adaptive filtering for music/voice separation exploiting the repeating musical structure Antoine Liutkus,Zafar Rafii,Roland Badeau,Bryan Pardo,Gael Richard 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. pp.53--56, ⟨10.1109/ICASSP.2012.6287815⟩ Communication dans un congrès hal-00945300v1
Informed Audio Source Separation: A Comparative Study Antoine Liutkus,Stanislaw Gorlow,Nicolas Sturmel,Shuhua Zhang,Laurent Girinet al. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c Communication dans un congrès hal-00809525v1
Informed source separation: source coding meets source separation Alexey Ozerov,Antoine Liutkus,Roland Badeau,Gael Richard IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Oct 2011, Mohonk, NY, United States Communication dans un congrès inria-00610526v1
Multidimensional Signal Separation with Gaussian Processes Antoine Liutkus,Roland Badeau,Gael Richard Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.401-404, ⟨10.1109/SSP.2011.5967715⟩ Communication dans un congrès hal-00643944v1
Separation of Music+Effects sound track from several international versions of the same movie Antoine Liutkus,Pierre Leveau AES 128th Convention, May 2010, London, United Kingdom Communication dans un congrès hal-00959108v1
Informed Source Separation Using Latent Components Antoine Liutkus,Roland Badeau,Gael Richard Latent Variable Analysis and Signal Separation, 2010, Saint Malo, France. pp.498--505, ⟨10.1007/978-3-642-15995-4_62⟩ Communication dans un congrès istex hal-00945298v1

Chapitre d'ouvrage (3)

Deep neural network based multichannel audio source separation Aditya Arie Nugraha,Antoine Liutkus,Emmanuel Vincent Audio Source Separation, Springer, pp.157-195, 2018, 978-3-319-73030-1. ⟨10.1007/978-3-319-73031-8_7⟩ Chapitre d'ouvrage hal-01633858v1
Applying source separation to music Bryan Pardo,Antoine Liutkus,Zhiyao Duan,Gael Richard Audio Source Separation and Speech Enhancement, Chapter 16, Wiley, 2018, 978-1-119-27989-1. ⟨10.1002/9781119279860.ch16⟩ Chapitre d'ouvrage hal-01945320v1
REPET for Background/Foreground Separation in Audio Zafar Rafii,Antoine Liutkus,Bryan Pardo 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⟩ Chapitre d'ouvrage hal-01025563v1

Brevet (1)

Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signal Laurent Girin,Antoine Liutkus,Gael Richard,Roland Badeau France, Patent n° : US20140037110A1. 2010 Brevet hal-02651076v1

Autre publication scientifique (2)

MUSDB18 - a corpus for music separation Zafar Rafii,Antoine Liutkus,Fabian-Robert Stöter,Stylianos Ioannis Mimilakis,Rachel Bittner 2017, ⟨10.5281/zenodo.1117371⟩ Autre publication scientifique hal-02190845v1
Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant Laurent Girin,Antoine Liutkus,Gael Richard,Roland Badeau 2010 Autre publication scientifique hal-00945254v1

Pré-publication, Document de travail (3)

MoveFormer: a Transformer-based model for step-selection animal movement modelling Ondřej Cífka,Simon Chamaillé-Jammes,Antoine Liutkus 2023 Pré-publication, Document de travail hal-04023957v1
PeTriBERT : Augmenting BERT with tridimensional encoding for inverse protein folding and design Baldwin Dumortier,Antoine Liutkus,Clément Carré,Gabriel Krouk 2022 Pré-publication, Document de travail hal-03759515v1
Rapport technique provisoire des algorithmes utilisés pour le parsing d'un corpus de français oral Julie Beliao,Antoine Liutkus 2012 Pré-publication, Document de travail halshs-00682283v1

Rapport (7)

AI in the media and creative industries Baptiste Caramiaux,Fabien Lotte,Joost Geurts,Giuseppe Amato,Malte Behrmannet al. [Research Report] New European Media (NEM). 2019, pp.1-35 Rapport (rapport de recherche) hal-02125504v1
Generalized Wiener filtering for positive alpha-stable random variables Paul Magron,Roland Badeau,Antoine Liutkus [Research Report] 2016D000, Télécom ParisTech. 2016 Rapport (rapport de recherche) hal-01340797v1
Scale-Space Peak Picking Antoine Liutkus [Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015 Rapport (rapport de recherche) hal-01103123v2
Listening to features Manuel Moussallam,Antoine Liutkus,Laurent Daudet [Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24 Rapport (rapport de recherche) hal-01118307v1
Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables Roland Badeau,Antoine Liutkus 2014 Rapport hal-01069612v1
Analysis of dance movements using Gaussian processes Antoine Liutkus,Angélique Drémeau,Dimitrios Alexiadis,Slim Essid,Petros Daras [Research Report] 2012, pp.10 Rapport (rapport de recherche) hal-00718791v2
Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach Alexey Ozerov,Antoine Liutkus,Roland Badeau,Gael Richard [Research Report] 2012, pp.18 Rapport (rapport de recherche) hal-00734022v3

Thèse (1)

Processus gaussiens pour la séparation de sources et le codage informé Antoine Liutkus Autre. Télécom ParisTech, 2012. Français. ⟨NNT : 2012ENST0069⟩ Thèse pastel-00790841v1

HDR (1)

Principled methods for mixtures processing Antoine Liutkus Signal and Image Processing. Université de Montpellier, 2022 HDR tel-03578077v1

Logiciel (1)

museval Fabian-Robert Stöter,Antoine Liutkus 2018, ⟨swh:1:dir:123d93cd03f5e9ace5dd52b6d6d7d04246b6a977;origin=https://github.com/sigsep/sigsep-mus-eval;visit=swh:1:snp:49a9662a706fbe5d6a1f0f19e9488fa6dce3f2e8;anchor=swh:1:rev:d96d2ff47bab8edd0e8fad9cfe90233f340cb4ad⟩ Logiciel hal-02099602v1