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hal-01188725v1  Conference papers
Nobutaka OnoZafar RafiiDaichi KitamuraNobutaka ItoAntoine 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⟩
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hal-01170924v1  Conference papers
Antoine LiutkusDerry FitzgeraldRoland Badeau. Cauchy Nonnegative Matrix Factorization
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States
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hal-01174886v1  Conference papers
Antoine LiutkusTemiloluwa OlubanjoElliot MooreMaysam 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
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hal-01515955v1  Conference papers
Christian RohlfingAntoine LiutkusJulian Becker. Quantization-aware Parameter Estimation for Audio Upmixing
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
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hal-01000001v2  Conference papers
Derry FitzgeraldAntoine LiutkusZafar RafiiBryan PardoLaurent Daudet. Harmonic/Percussive Separation Using Kernel Additive Modelling
IET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland
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hal-01118307v1  Reports
Manuel MoussallamAntoine LiutkusLaurent Daudet. Listening to features
[Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24
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hal-01011044v2  Journal articles
Antoine LiutkusDerry FitzgeraldZafar RafiiBryan PardoLaurent 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⟩
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hal-00958661v1  Conference papers
Antoine LiutkusJean-Louis DurrieuLaurent DaudetGael 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⟩
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hal-01472932v1  Conference papers
Antoine LiutkusFabian-Robert StöterZafar RafiiDaichi KitamuraBertrand 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⟩
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hal-01515954v1  Conference papers
Christian RohlfingJérémy CohenAntoine 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
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hal-01016314v1  Conference papers
Serap KırbızAlexey OzerovAntoine LiutkusLaurent Girin. Perceptual coding-based informed source separation
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
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hal-01548508v1  Conference papers
Mathieu FontaineAntoine LiutkusLaurent GirinRoland 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
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hal-01194354v1  Journal articles
Umut ŞimşekliAntoine LiutkusTaylan Cemgil. Alpha-Stable Matrix Factorization
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, pp.5
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hal-01110028v2  Conference papers
Antoine LiutkusRoland Badeau. Generalized Wiener filtering with fractional power spectrograms
40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
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hal-01116689v1  Conference papers
Zafar RafiiAntoine LiutkusBryan 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
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hal-01515971v1  Conference papers
Diego Di CarloKen DéguernelAntoine Liutkus. Gaussian framework for interference reduction in live recordings
AES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany
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hal-01248014v1  Conference papers
Derry FitzgeraldAntoine LiutkusRoland Badeau. PROJET - Spatial Audio Separation Using Projections
41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
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hal-01248012v1  Conference papers
Fabian-Robert StöterAntoine LiutkusRoland BadeauBernd EdlerPaul Magron. Common Fate Model for Unison source Separation
41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
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hal-01260588v2  Journal articles
Derry FitzgeraldAntoine LiutkusRoland 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⟩
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hal-01531252v1  Conference papers
Mathieu FontaineCharles VanwynsbergheAntoine LiutkusRoland Badeau. Scalable Source Localization with Multichannel Alpha-Stable Distributions
25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15
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hal-01548488v1  Conference papers
Paul MagronRoland BadeauAntoine 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
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hal-01580733v1  Conference papers
Antoine LiutkusKazuyoshi 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
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hal-01713886v2  Conference papers
Antoine LiutkusChristian RohlfingAntoine 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⟩
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hal-01416366v1  Conference papers
Simon LeglaiveUmut ŞimşekliAntoine LiutkusRoland BadeauGael Richard. Alpha-Stable Multichannel Audio Source Separation
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
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hal-01401988v1  Conference papers
Mathieu FontaineCharles VanwynsbergheAntoine LiutkusRoland 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⟩
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hal-01515956v1  Conference papers
Derry FitzgeraldZafar RafiiAntoine 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-01350450v1  Journal articles
Antoine LiutkusEmmanuel Vincent. Démixer la musique
Interstices, INRIA, 2016
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hal-01334614v2  Conference papers
Aditya NugrahaAntoine LiutkusEmmanuel Vincent. Multichannel Music Separation with Deep Neural Networks
European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752
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hal-01633215v3  Conference papers
Nicolas KerivenAntoine DeleforgeAntoine 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⟩
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hal-01163369v5  Journal articles
Aditya NugrahaAntoine LiutkusEmmanuel 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⟩
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hal-01114890v2  Conference papers
Antoine LiutkusDerry FitzgeraldZafar Rafii. Scalable audio separation with light kernel additive modelling
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2015, Brisbane, Australia
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hal-01025563v1  Book sections
Zafar RafiiAntoine LiutkusBryan 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⟩
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hal-01116686v2  Conference papers
Thomas PrätzlichRachel BittnerAntoine LiutkusMeinard 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
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hal-01170932v1  Conference papers
Antoine LiutkusUmut ŞimşekliTaylan 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
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hal-01103123v2  Reports
Antoine Liutkus. Scale-Space Peak Picking
[Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015
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hal-02125504v1  Reports
Baptiste CaramiauxFabien LotteJoost GeurtsGiuseppe AmatoMalte Behrmann et al.  AI in the media and creative industries
[Research Report] New European Media (NEM). 2019, pp.1-35
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hal-01515951v1  Conference papers
Fatemeh PishdadianBryan PardoAntoine 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
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hal-01713889v1  Conference papers
Diego Di CarloAntoine LiutkusKen 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⟩
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lirmm-01766795v1  Conference papers
Mathieu FontaineFabian-Robert StöterAntoine LiutkusUmut SimsekliRomain 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⟩
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tel-02188304v1  Theses
Mathieu Fontaine. Processus alpha-stables pour le traitement du signal
Traitement du signal et de l'image [eess.SP]. Université de Lorraine, 2019. Français. ⟨NNT : 2019LORR0037⟩
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hal-02288063v1  Conference papers
Mathieu FontaineAditya Arie NugrahaRoland BadeauKazuyoshi YoshiiAntoine Liutkus. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior
27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, Coruña, Spain