Antoine Liutkus
95
Documents
Presentation
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⟩
Conference papers
hal-03917930v1
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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
Conference papers
hal-03256451v1
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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⟩
Conference papers
hal-02005106v1
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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⟩
Conference papers
hal-02288063v1
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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
Conference papers
hal-02191302v1
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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⟩
Conference papers
lirmm-01766791v2
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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⟩
Conference papers
hal-01714909v1
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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⟩
Conference papers
hal-01713889v1
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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⟩
Conference papers
lirmm-01766795v1
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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
Conference papers
hal-01945362v1
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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⟩
Conference papers
hal-01713886v2
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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⟩
Conference papers
hal-01633215v3
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Scalable Source Localization with Multichannel Alpha-Stable Distributions25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15
Conference papers
hal-01531252v1
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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
Conference papers
hal-01515951v1
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Gaussian framework for interference reduction in live recordingsAES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany
Conference papers
hal-01515971v1
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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
Conference papers
hal-01515955v1
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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
Conference papers
hal-01515954v1
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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⟩
Conference papers
hal-01401988v1
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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⟩
Conference papers
hal-01472932v1
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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
Conference papers
hal-01580733v1
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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
Conference papers
hal-01548508v1
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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
Conference papers
hal-01515956v1
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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
Conference papers
hal-01416366v1
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Lévy NMF : un modèle robuste de séparation de sources non-négativesColloque GRETSI, Sep 2017, Juan-Les-Pins, France
Conference papers
hal-01540484v1
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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
Conference papers
hal-01548488v1
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PROJET - Spatial Audio Separation Using Projections41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Conference papers
hal-01248014v1
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Multichannel Music Separation with Deep Neural NetworksEuropean Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752
Conference papers
hal-01334614v2
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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
Conference papers
hal-01410176v1
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Common Fate Model for Unison source Separation41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Conference papers
hal-01248012v1
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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
Conference papers
hal-01116689v1
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Approches Bayésiennes pour la reconstruction de phase Application à l'optique des milieux complexesGRETSI, Sep 2015, Lyon, France
Conference papers
hal-02892511v1
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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
Conference papers
hal-01170932v1
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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
Conference papers
hal-01174886v1
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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
Conference papers
hal-01170924v1
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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
Conference papers
hal-01114890v2
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Generalized Wiener filtering with fractional power spectrograms40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
Conference papers
hal-01110028v2
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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
Conference papers
hal-01116686v2
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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⟩
Conference papers
hal-01188725v1
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Robust ASR using neural network based speech enhancement and feature simulationASRU, Dec 2015, Arizona, United States
Conference papers
hal-01204553v1
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Kernel Spectrogram models for source separationHSCMA, May 2014, Nancy, France
Conference papers
hal-00959384v4
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Harmonic/Percussive Separation Using Kernel Additive ModellingIET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland
Conference papers
hal-01000001v2
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Compressed sensing under strong noise. Application to imaging through multiply scattering mediaEuropean Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
Conference papers
hal-01074786v1
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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⟩
Conference papers
hal-01053422v1
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Perceptual coding-based informed source separationEUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Conference papers
hal-01016314v1
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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⟩
Conference papers
hal-00958661v1
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Non-negative Tensor Factorization for Single-Channel EEG Artifact RejectionMLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩
Conference papers
hal-00959103v1
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Low bitrate informed source separation of realistic mixturesICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩
Conference papers
hal-00945299v1
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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⟩
Conference papers
hal-00940328v1
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Non-negative matrix factorization for single-channel EEG artifact rejectionICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩
Conference papers
hal-00958775v1
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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
Conference papers
hal-02288386v1
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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⟩
Conference papers
hal-02943555v1
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Spatial coding-based informed source separation20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania
Conference papers
hal-00869618v1
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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
Conference papers
hal-00809503v1
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Informed Audio Source Separation: A Comparative StudyEUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c
Conference papers
hal-00809525v1
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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⟩
Conference papers
hal-00945300v1
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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
Conference papers
hal-00790783v1
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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
Conference papers
hal-00945290v1
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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⟩
Conference papers
hal-00643944v1
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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
Conference papers
inria-00610526v1
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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⟩
Conference papers
hal-00945298v1
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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
Conference papers
hal-00959108v1
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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⟩
Book sections
hal-01633858v1
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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⟩
Book sections
hal-01945320v1
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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⟩
Book sections
hal-01025563v1
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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
Patents
hal-02651076v1
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MoveFormer: a Transformer-based model for step-selection animal movement modelling2023
Preprints, Working Papers, ...
hal-04023957v1
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PeTriBERT : Augmenting BERT with tridimensional encoding for inverse protein folding and design2022
Preprints, Working Papers, ...
hal-03759515v1
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Rapport technique provisoire des algorithmes utilisés pour le parsing d'un corpus de français oral2012
Preprints, Working Papers, ...
halshs-00682283v1
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AI in the media and creative industries[Research Report] New European Media (NEM). 2019, pp.1-35
Reports
hal-02125504v1
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Generalized Wiener filtering for positive alpha-stable random variables[Research Report] 2016D000, Télécom ParisTech. 2016
Reports
hal-01340797v1
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Listening to features[Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24
Reports
hal-01118307v1
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Scale-Space Peak Picking[Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015
Reports
hal-01103123v2
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Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables2014
Reports
hal-01069612v1
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Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach[Research Report] 2012, pp.18
Reports
hal-00734022v3
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Analysis of dance movements using Gaussian processes[Research Report] 2012, pp.10
Reports
hal-00718791v2
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Processus gaussiens pour la séparation de sources et le codage informéAutre. Télécom ParisTech, 2012. Français. ⟨NNT : 2012ENST0069⟩
Theses
pastel-00790841v1
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Principled methods for mixtures processingSignal and Image Processing. Université de Montpellier, 2022
Accreditation to supervise research
tel-03578077v1
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museval2018
Software
hal-02099602v1
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