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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-02290310v1  Conference papers
Benjamin DeneuMaximilien ServajeanChristophe BotellaAlexis Joly. Evaluation of Deep Species Distribution Models using Environment and Co-occurrences
CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
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hal-01913238v1  Conference papers
Christophe BotellaPierre BonnetFrançois MunozPascal MonestiezAlexis Joly. Overview of GeoLifeCLEF 2018: location-based species recommendation
CLEF: Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
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hal-01945345v1  Journal articles
Estefania CanoDerry FitzgeraldAntoine LiutkusMark PlumbleyFabian Robert-Stöter. Musical Source Separation: An Introduction
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2019, 36 (1), pp.31-40. ⟨10.1109/MSP.2018.2874719⟩
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hal-01472932v1  Conference papers
Antoine LiutkusFabian Robert-StöterZafar RafiiDaichi KitamuraBertrand Rivet et al.  The 2016 Signal Separation Evaluation Campaign
13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.323 - 332, ⟨10.1007/978-3-319-53547-0_31⟩
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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
LVA/ICA: 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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lirmm-01766791v2  Conference papers
Fabian Robert-StöterAntoine LiutkusNobutaka Ito. The 2018 Signal Separation Evaluation Campaign
LVA/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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hal-02190170v1  Conference papers
Christophe BotellaMaximilien ServajeanPierre BonnetAlexis Joly. Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrences
CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
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hal-01739481v1  Journal articles
Christophe BotellaAlexis JolyPierre BonnetPascal MonestiezFrançois Munoz. Species distribution modeling based on the automated identification of citizen observations
Applications in Plant Sciences, Wiley, 2018, Green Digitization: Online Botanical Collections Data Answering Real‐World Questions, 6 (2), pp.1-11. ⟨10.1002/aps3.1029⟩
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hal-02191302v1  Conference papers
Antoine LiutkusUmut ImşekliSzymon MajewskiAlain DurmusFabian Robert-Stöter. Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States
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hal-01834227v1  Book sections
Christophe BotellaAlexis JolyPierre BonnetPascal MonestiezFrançois Munoz. A deep learning approach to Species Distribution Modelling
Alexis Joly; Stefanos Vrochidis; Kostas Karatzas; Ari Karppinen; Pierre Bonnet. Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Springer, pp.169-199, 2018, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_10⟩
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hal-02273257v1  Conference papers
Alexis JolyHervé GoëauChristophe BotellaStefan KahlMarion Poupard et al.  LifeCLEF 2019: Biodiversity Identification and Prediction Challenges
ECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩
lirmm-02010805v1  Journal articles
Fabian Robert-StöterSoumitro ChakrabartyBernd EdlerEmanuël Habets. CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27 (2), pp.268-282. ⟨10.1109/TASLP.2018.2877892⟩
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lirmm-01766781v1  Journal articles
Zafar RafiiAntoine LiutkusFabian Robert-StöterStylianos Ioannis MimilakisDerry Fitzgerald et al.  An Overview of Lead and Accompaniment Separation in Music
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2018, 26 (8), pp.1307-1335. ⟨10.1109/TASLP.2018.2825440⟩