Antoine Liutkus
Présentation
Publications
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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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 |
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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 |
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Lévy NMF : un modèle robuste de séparation de sources non-négativesColloque GRETSI, Sep 2017, Juan-Les-Pins, France |
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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 |
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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⟩ |
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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 |
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Scalable Source Localization with Multichannel Alpha-Stable Distributions25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15 |
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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 |
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Gaussian framework for interference reduction in live recordingsAES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany |
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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 |
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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 |
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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 |
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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⟩ |
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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 |
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PROJET - Spatial Audio Separation Using Projections41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China |
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Multichannel Music Separation with Deep Neural NetworksEuropean Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752 |
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Common Fate Model for Unison source Separation41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China |
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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 |
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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⟩ |
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Generalized Wiener filtering with fractional power spectrograms40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia |
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Robust ASR using neural network based speech enhancement and feature simulationASRU, Dec 2015, Arizona, United States |
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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 |
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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 |
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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 |
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Approches Bayésiennes pour la reconstruction de phase Application à l'optique des milieux complexesGRETSI, Sep 2015, Lyon, France |
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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 |
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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 |
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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 |
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Kernel Spectrogram models for source separationHSCMA, May 2014, Nancy, France |
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Compressed sensing under strong noise. Application to imaging through multiply scattering mediaEuropean Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal |
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Harmonic/Percussive Separation Using Kernel Additive ModellingIET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland |
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Perceptual coding-based informed source separationEUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal |
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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⟩ |
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Non-negative Tensor Factorization for Single-Channel EEG Artifact RejectionMLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩ |
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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⟩ |
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Non-negative matrix factorization for single-channel EEG artifact rejectionICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩ |
Nonnegative Tensor Factorization for Single-Channel EEG Artifact RejectionIEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom |
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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⟩ |
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Low bitrate informed source separation of realistic mixturesICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩ |
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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 |
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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 |
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Spatial coding-based informed source separation20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania |
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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⟩ |
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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 |
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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⟩ |
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Informed Audio Source Separation: A Comparative StudyEUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c |
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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 |
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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⟩ |
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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 |
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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signalFrance, Patent n° : US20140037110A1. 2010 |
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MUSDB18 - a corpus for music separation2017, ⟨10.5281/zenodo.1117371⟩ |
Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant2010 |
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MoveFormer: a Transformer-based model for step-selection animal movement modelling2023 |
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PeTriBERT : Augmenting BERT with tridimensional encoding for inverse protein folding and design2022 |
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Rapport technique provisoire des algorithmes utilisés pour le parsing d'un corpus de français oral2012 |
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AI in the media and creative industries[Research Report] New European Media (NEM). 2019, pp.1-35 |
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Generalized Wiener filtering for positive alpha-stable random variables[Research Report] 2016D000, Télécom ParisTech. 2016 |
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Scale-Space Peak Picking[Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015 |
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Listening to features[Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24 |
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Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables2014 |
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Analysis of dance movements using Gaussian processes[Research Report] 2012, pp.10 |
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Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach[Research Report] 2012, pp.18 |
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Processus gaussiens pour la séparation de sources et le codage informéAutre. Télécom ParisTech, 2012. Français. ⟨NNT : 2012ENST0069⟩ |
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Principled methods for mixtures processingSignal and Image Processing. Université de Montpellier, 2022 |