
Antoine Liutkus
95
Documents
Présentation
Publications
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Publications
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Black-box language model explanation by context length probingACL 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-03917930
v1
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Relative Positional Encoding for Transformers with Linear ComplexityICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. pp.7067-7079
Communication dans un congrès
hal-03256451
v1
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Cauchy Multichannel Speech Enhancement with a Deep Speech PriorEUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. ⟨10.23919/EUSIPCO.2019.8903091⟩
Communication dans un congrès
hal-02288063
v1
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Speech enhancement with variational autoencoders and alpha-stable distributionsICASSP 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-02005106
v1
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Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and DiffusionsICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.4104-4113
Communication dans un congrès
hal-02191302
v1
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Alpha-stable low-rank plus residual decomposition for speech enhancementICASSP: 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-01714909
v1
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The 2018 Signal Separation Evaluation CampaignLVA/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-01766791
v2
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Interference reduction on full-length live recordingsICASSP: 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-01713889
v1
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Multichannel Audio Modeling with Elliptically Stable Tensor DecompositionLVA/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-01766795
v1
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Blind Source Separation Using Mixtures of Alpha-Stable DistributionsICASSP: 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-01633215
v3
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SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithmWIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom
Communication dans un congrès
hal-01945362
v1
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Audio source separation with magnitude priors: the BEADS modelICASSP: 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-01713886
v2
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Lévy NMF : un modèle robuste de séparation de sources non-négativesColloque GRETSI, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01540484
v1
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Lévy NMF for Robust Nonnegative Source SeparationIEEE 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-01548488
v1
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Sketching for nearfield acoustic imaging of heavy-tailed sources13th 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-01401988
v1
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Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
Communication dans un congrès
hal-01515954
v1
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Quantization-aware Parameter Estimation for Audio Upmixing42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
Communication dans un congrès
hal-01515955
v1
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A multi-resolution approach to common fate-based audio separation42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
Communication dans un congrès
hal-01515951
v1
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Gaussian framework for interference reduction in live recordingsAES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany
Communication dans un congrès
hal-01515971
v1
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Scalable Source Localization with Multichannel Alpha-Stable Distributions25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15
Communication dans un congrès
hal-01531252
v1
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Alpha-Stable Multichannel Audio Source Separation42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
Communication dans un congrès
hal-01416366
v1
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User Assisted Separation of Repeating Patterns in Time and Frequency using Magnitude Projections42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
Communication dans un congrès
hal-01515956
v1
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Explaining the Parameterized Wiener Filter with Alpha-Stable ProcessesWASPAA 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-01548508
v1
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A diagonal plus low-rank covariance model for computationally efficient source separationIEEE international workshop on machine learning for signal processing (MLSP), Sep 2017, Tokyo, Japan
Communication dans un congrès
hal-01580733
v1
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The 2016 Signal Separation Evaluation CampaignLVA/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-01472932
v1
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PROJET - Spatial Audio Separation Using Projections41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Communication dans un congrès
hal-01248014
v1
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Multichannel Music Separation with Deep Neural NetworksEuropean Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752
Communication dans un congrès
hal-01334614
v2
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Common Fate Model for Unison source Separation41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Communication dans un congrès
hal-01248012
v1
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Evaluation of Audio Source Separation Models Using Hypothesis-Driven Non-Parametric Statistical MethodsEuropean Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary
Communication dans un congrès
hal-01410176
v1
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Generalized Wiener filtering with fractional power spectrograms40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
Communication dans un congrès
hal-01110028
v2
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Robust ASR using neural network based speech enhancement and feature simulationASRU, Dec 2015, Arizona, United States
Communication dans un congrès
hal-01204553
v1
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Kernel additive modeling for interference reduction in multi-channel music recordingsIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
Communication dans un congrès
hal-01116686
v2
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The 2015 Signal Separation Evaluation CampaignInternational 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-01188725
v1
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Source Separation for Target Enhancement of Food Intake Acoustics from Noisy RecordingsIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States
Communication dans un congrès
hal-01174886
v1
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Cauchy Nonnegative Matrix FactorizationIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States
Communication dans un congrès
hal-01170924
v1
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Approches Bayésiennes pour la reconstruction de phase Application à l'optique des milieux complexesGRETSI, Sep 2015, Lyon, France
Communication dans un congrès
hal-02892511
v1
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Extraction of Temporal Patterns in Multi-rate and Multi-modal DatasetsInternational Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic
Communication dans un congrès
hal-01170932
v1
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A simple user interface system for recovering patterns repeating in time and frequency in mixtures of soundsIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, France
Communication dans un congrès
hal-01116689
v1
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Scalable audio separation with light kernel additive modellingIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2015, Brisbane, Australia
Communication dans un congrès
hal-01114890
v2
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Kernel Spectrogram models for source separationHSCMA, May 2014, Nancy, France
Communication dans un congrès
hal-00959384
v4
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Compressed sensing under strong noise. Application to imaging through multiply scattering mediaEuropean Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
Communication dans un congrès
hal-01074786
v1
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Harmonic/Percussive Separation Using Kernel Additive ModellingIET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland
Communication dans un congrès
hal-01000001
v2
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Perceptual coding-based informed source separationEUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Communication dans un congrès
hal-01016314
v1
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OOPS: une approche orientée objet pour l'interrogation et l'analyse linguistique de l'interface prosodie/syntaxe/discours4e Congrès Mondial de Linguistique Française, Jul 2014, Berlin, Allemagne. pp.2565-2581, ⟨10.1051/shsconf/20140801273⟩
Communication dans un congrès
hal-01053422
v1
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Non-negative Tensor Factorization for Single-Channel EEG Artifact RejectionMLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩
Communication dans un congrès
hal-00959103
v1
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An overview of informed audio source separationWIAMIS 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-00958661
v1
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Nonnegative Tensor Factorization for Single-Channel EEG Artifact RejectionIEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom
Communication dans un congrès
hal-02288386
v1
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Non-negative matrix factorization for single-channel EEG artifact rejectionICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩
Communication dans un congrès
hal-00958775
v1
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Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimationICASSP 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-00940328
v1
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Low bitrate informed source separation of realistic mixturesICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩
Communication dans un congrès
hal-00945299
v1
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Probabilistic model for main melody extraction using constant-Q transform37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. pp.5357--5360
Communication dans un congrès
hal-00945290
v1
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Spatial coding-based informed source separation20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania
Communication dans un congrès
hal-00869618
v1
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DReaM: A Novel System for Joint Source Separation and Multi-Track CodingAES 2012 - 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers
Communication dans un congrès
hal-00809503
v1
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Analysis of dance movements using gaussian processesthe 20th ACM international conference, Oct 2012, Nara, France. pp.1375, ⟨10.1145/2393347.2396492⟩
Communication dans un congrès
hal-02943555
v1
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Adaptive filtering for music/voice separation exploiting the repeating musical structure37th 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-00945300
v1
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Linear Mixing Models for Active Listening of Music Productions in Realistic Studio ConditionsAES 2012 - 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594
Communication dans un congrès
hal-00790783
v1
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Informed Audio Source Separation: A Comparative StudyEUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c
Communication dans un congrès
hal-00809525
v1
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Informed source separation: source coding meets source separationIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Oct 2011, Mohonk, NY, United States
Communication dans un congrès
inria-00610526
v1
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Multidimensional Signal Separation with Gaussian ProcessesStatistical Signal Processing Workshop, Jun 2011, Nice, France. pp.401-404, ⟨10.1109/SSP.2011.5967715⟩
Communication dans un congrès
hal-00643944
v1
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Separation of Music+Effects sound track from several international versions of the same movieAES 128th Convention, May 2010, London, United Kingdom
Communication dans un congrès
hal-00959108
v1
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Informed Source Separation Using Latent ComponentsLatent 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-00945298
v1
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Deep neural network based multichannel audio source separationAudio Source Separation, Springer, pp.157-195, 2018, 978-3-319-73030-1. ⟨10.1007/978-3-319-73031-8_7⟩
Chapitre d'ouvrage
hal-01633858
v1
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Applying source separation to musicAudio Source Separation and Speech Enhancement, Chapter 16, Wiley, 2018, 978-1-119-27989-1. ⟨10.1002/9781119279860.ch16⟩
Chapitre d'ouvrage
hal-01945320
v1
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REPET for Background/Foreground Separation in AudioG.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-01025563
v1
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Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signalFrance, Patent n° : US20140037110A1. 2010
Brevet
hal-02651076
v1
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MUSDB18 - a corpus for music separation2017, ⟨10.5281/zenodo.1117371⟩
Autre publication scientifique
hal-02190845
v1
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Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant2010
Autre publication scientifique
hal-00945254
v1
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MoveFormer: a Transformer-based model for step-selection animal movement modelling2023
Pré-publication, Document de travail
hal-04023957
v1
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PeTriBERT : Augmenting BERT with tridimensional encoding for inverse protein folding and design2022
Pré-publication, Document de travail
hal-03759515
v1
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Rapport technique provisoire des algorithmes utilisés pour le parsing d'un corpus de français oral2012
Pré-publication, Document de travail
halshs-00682283
v1
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AI in the media and creative industries[Research Report] New European Media (NEM). 2019, pp.1-35
Rapport
(rapport de recherche)
hal-02125504
v1
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Generalized Wiener filtering for positive alpha-stable random variables[Research Report] 2016D000, Télécom ParisTech. 2016
Rapport
(rapport de recherche)
hal-01340797
v1
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Scale-Space Peak Picking[Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015
Rapport
(rapport de recherche)
hal-01103123
v2
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Listening to features[Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24
Rapport
(rapport de recherche)
hal-01118307
v1
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Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables2014
Rapport
hal-01069612
v1
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Analysis of dance movements using Gaussian processes[Research Report] 2012, pp.10
Rapport
(rapport de recherche)
hal-00718791
v2
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Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach[Research Report] 2012, pp.18
Rapport
(rapport de recherche)
hal-00734022
v3
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Processus gaussiens pour la séparation de sources et le codage informéAutre. Télécom ParisTech, 2012. Français. ⟨NNT : 2012ENST0069⟩
Thèse
pastel-00790841
v1
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Principled methods for mixtures processingSignal and Image Processing. Université de Montpellier, 2022
HDR
tel-03578077
v1
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museval2018
Logiciel
hal-02099602
v1
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