Antoine Liutkus

95
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Publications

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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
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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
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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
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An Overview of Lead and Accompaniment Separation in Music

Zafar Rafii , Antoine Liutkus , Fabian-Robert Stöter , Stylianos Ioannis Mimilakis , Derry Fitzgerald et 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
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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
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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
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Random Calibration for Accelerating MR-ARFI Guided Ultrasonic Focusing in Transcranial Therapy

Na Liu , Antoine Liutkus , Jean-François Aubry , Laurent Marsac , Mickael Tanter et al.

Physics in Medicine and Biology, 2015, 60 (3), pp.21. ⟨10.1088/0031-9155/60/3/1069⟩

Article dans une revue hal-01104616v1
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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
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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 Schülke et al.

Optics Express, 2015, 29 (9), pp.11898-11911. ⟨10.1364/OE.23.011898⟩

Article dans une revue hal-01146782v1
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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
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Imaging With Nature: Compressive Imaging Using a Multiply Scattering Medium

Antoine Liutkus , David Martina , Sébastien Popoff , Gilles Chardon , Ori Katz et al.

Scientific Reports, 2014, 4, pp.14. ⟨10.1038/srep05552⟩

Article dans une revue hal-01025647v1
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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
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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
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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
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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
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Relative Positional Encoding for Transformers with Linear Complexity

Antoine Liutkus , Ondřej Cífka , Shih-Lun Wu , Umut Şimşekli , Yi-Hsuan Yang et al.

ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. pp.7067-7079

Communication dans un congrès hal-03256451v1
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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
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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
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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
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Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

Mathieu Fontaine , Fabian-Robert Stöter , Antoine Liutkus , Umut Şimşekli , Romain Serizel et 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
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Alpha-stable low-rank plus residual decomposition for speech enhancement

Umut Şimşekli , Halil Erdogan , Simon Leglaive , Antoine Liutkus , Roland Badeau et 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
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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
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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
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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
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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
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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 Liutkus et al.

WIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom

Communication dans un congrès hal-01945362v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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The 2016 Signal Separation Evaluation Campaign

Antoine Liutkus , Fabian-Robert Stöter , Zafar Rafii , Daichi Kitamura , Bertrand Rivet et 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
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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
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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
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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
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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
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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 Hummersone et al.

European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary

Communication dans un congrès hal-01410176v1
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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
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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
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Robust ASR using neural network based speech enhancement and feature simulation

Sunit Sivasankaran , Aditya A Nugraha , Emmanuel Vincent , Juan Andrés Morales Cordovilla , Siddharth Dalmia et al.

ASRU, Dec 2015, Arizona, United States

Communication dans un congrès hal-01204553v1
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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
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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
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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
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Approches Bayésiennes pour la reconstruction de phase Application à l'optique des milieux complexes

Angélique Dremeau , Antoine Liutkus , David Martina , Ori Katz , Christophe Schülke et al.

GRETSI, Sep 2015, Lyon, France

Communication dans un congrès hal-02892511v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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

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
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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
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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
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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
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DReaM: A Novel System for Joint Source Separation and Multi-Track Coding

Sylvain Marchand , Roland Badeau , Cléo Baras , Laurent Daudet , Dominique Fourer et al.

AES 2012 - 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers

Communication dans un congrès hal-00809503v1
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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

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
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Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions

Nicolas Sturmel , Antoine Liutkus , Jonathan Pinel , Laurent Girin , Sylvain Marchand et al.

AES 2012 - 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594

Communication dans un congrès hal-00790783v1
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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
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Informed Audio Source Separation: A Comparative Study

Antoine Liutkus , Stanislaw Gorlow , Nicolas Sturmel , Shuhua Zhang , Laurent Girin et al.

EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c

Communication dans un congrès hal-00809525v1
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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
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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
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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
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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
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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
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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
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AI in the media and creative industries

Baptiste Caramiaux , Fabien Lotte , Joost Geurts , Giuseppe Amato , Malte Behrmann et al.

[Research Report] New European Media (NEM). 2019, pp.1-35

Rapport (rapport de recherche) hal-02125504v1
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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
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Scale-Space Peak Picking

Antoine Liutkus

[Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015

Rapport (rapport de recherche) hal-01103123v2
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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
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Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables

Roland Badeau , Antoine Liutkus

2014

Rapport hal-01069612v1
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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
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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
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Principled methods for mixtures processing

Antoine Liutkus

Signal and Image Processing. Université de Montpellier, 2022

HDR tel-03578077v1