Antoine Liutkus
34
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Separation of Alpha-Stable Random VectorsSignal Processing, 2020, pp.107465. ⟨10.1016/j.sigpro.2020.107465⟩
Article dans une revue
hal-02433213v1
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Musical Source Separation: An IntroductionIEEE 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 SeparationJournal 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 MusicIEEE/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
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Démixer la musiqueInterstices, 2016
Article dans une revue
hal-01350450v1
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Projection-based demixing of spatial audioIEEE 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 networksIEEE/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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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-02288063v1
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Speech enhancement with variational autoencoders and alpha-stable distributionsICASSP 2019 - 44th 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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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-01633215v3
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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-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⟩
Communication dans un congrès
hal-01713886v2
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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-01714909v1
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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-01766791v2
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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-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⟩
Communication dans un congrès
lirmm-01766795v1
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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-01401988v1
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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-01548488v1
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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-01540484v1
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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-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
Communication dans un congrès
hal-01416366v1
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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-01548508v1
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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-01580733v1
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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-01472932v1
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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-01515951v1
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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-01531252v1
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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-01248012v1
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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-01410176v1
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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-01334614v2
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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-01248014v1
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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-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⟩
Chapitre d'ouvrage
hal-01945320v1
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MUSDB18 - a corpus for music separation2017, ⟨10.5281/zenodo.1117371⟩
Autre publication scientifique
hal-02190845v1
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museval2018
Logiciel
hal-02099602v1
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