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lirmm-01766791v2  Conference papers
Fabian-Robert Stöter, Antoine Liutkus, Nobutaka 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-02191302v1  Conference papers
Antoine Liutkus, Umut Imşekli, Szymon Majewski, Alain Durmus, Fabian-Robert Stöter. Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions
36th International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States
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hal-01945362v1  Conference papers
Dominic Ward, Russel D. Mason, Chungeun Kim, Fabian-Robert Stöter, Antoine Liutkus et al.  SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithm
WIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom
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hal-02281455v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Maximilien Servajean et al.  Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction
CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland. pp.387-401, ⟨10.1007/978-3-030-28577-7_29⟩
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hal-02345644v1  Conference papers
Stefan Kahl, Fabian-Robert Stöter, Hervé Goëau, Hervé Glotin, Robert Planque et al.  Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Cappellato, L.; Ferro, N.; Losada, D. E.; Müller, H., Sep 2019, Lugano, Switzerland. pp.1-9
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hal-02293689v1  Journal articles
Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus, Yuki Mitsufuji. Open-Unmix - A Reference Implementation for Music Source Separation
Journal of Open Source Software, Open Journals, 2019, The Journal of Open Source Software, 4 (41), pp.1667. ⟨10.21105/joss.01667⟩
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hal-01945345v1  Journal articles
Estefania Cano, Derry Fitzgerald, Antoine Liutkus, Mark Plumbley, Fabian-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-02190845v1  Other publications
Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Rachel Bittner. MUSDB18 - a corpus for music separation
2017, ⟨10.5281/zenodo.1117371⟩
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lirmm-01766795v1  Conference papers
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain 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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hal-02873670v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Rafael Ruiz de Castaneda, Hervé Glotin et al.  LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
ECIR 2020 - 42nd European Conference on IR Research on Advances in Information Retrieval, Apr 2020, Lisbon, Portugal. pp.542-549, ⟨10.1007/978-3-030-45442-5_70⟩
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hal-02273257v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion 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⟩
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lirmm-02010805v1  Journal articles
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël 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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hal-02973673v1  Journal articles
Pierre Bonnet, Julien Champ, Hervé Goëau, Fabian-Robert Stöter, Benjamin Deneu et al.  Biodiversity Information Science and Standards 4: e58933 Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora
Biodiversity Information Science and Standards, Sofia : Pensoft Publishers, 2017-, 2020, 4, ⟨10.3897/biss.4.58933⟩
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hal-02962964v1  Conference papers
Manuel Pariente, Samuele Cornell, Joris Cosentino, Sunit Sivasankaran, Efthymios Tzinis et al.  Asteroid: the PyTorch-based audio source separation toolkit for researchers
Interspeech 2020, Oct 2020, Shanghai, China
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lirmm-01766781v1  Journal articles
Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry 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⟩