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Musical Source Separation: An Introduction

 Estefania Cano , Derry Fitzgerald , Antoine Liutkus , Mark D. Plumbley , Fabian-Robert Stöter
IEEE Signal Processing Magazine, 2019, 36 (1), pp.31-40. ⟨10.1109/MSP.2018.2874719⟩
Article dans une revue hal-01945345v1
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Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions

 Antoine Liutkus , Umut Ş Imşekli , Szymon Majewski , Alain Durmus , Fabian-Robert Stöter
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.4104-4113
Communication dans un congrès hal-02191302v1
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Common Fate Model for Unison source Separation

 Fabian-Robert Stöter , Antoine Liutkus , Roland Badeau , Bernd Edler , Paul Magron
41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Communication dans un congrès hal-01248012v1

museval

 Fabian-Robert Stöter , Antoine Liutkus
2018
Logiciel hal-02099602v1
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The 2016 Signal Separation Evaluation Campaign

 Antoine Liutkus , Fabian-Robert Stöter , Zafar Rafii , Daichi Kitamura , Bertrand Rivet , et al.
LVA/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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An Overview of Lead and Accompaniment Separation in Music

 Zafar Rafii , Antoine Liutkus , Fabian-Robert Stöter , Stylianos Ioannis Mimilakis , Derry Fitzgerald , et al.
IEEE/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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SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithm

 Dominic Ward , Russel D. Mason , Chungeun Kim , Fabian-Robert Stöter , Antoine Liutkus , et al.
WIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom
Communication dans un congrès hal-01945362v1
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MUSDB18 - a corpus for music separation

 Zafar Rafii , Antoine Liutkus , Fabian-Robert Stöter , Stylianos Ioannis Mimilakis , Rachel Bittner
2017, ⟨10.5281/zenodo.1117371⟩
Autre publication scientifique hal-02190845v1
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CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning

 Fabian-Robert Stöter , Soumitro Chakrabarty , Bernd Edler , Emanuël A. P. Habets
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27 (2), pp.268-282. ⟨10.1109/TASLP.2018.2877892⟩
Article dans une revue lirmm-02010805v1
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LifeCLEF 2019: Biodiversity Identification and Prediction Challenges

 Alexis Joly , Hervé Goëau , Christophe Botella , Stefan Kahl , Marion Poupard , et al.
ECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩
Communication dans un congrès hal-02273257v1
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The 2018 Signal Separation Evaluation Campaign

 Fabian-Robert Stöter , Antoine Liutkus , Nobutaka Ito
LVA/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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Open-Unmix - A Reference Implementation for Music Source Separation

 Fabian-Robert Stöter , Stefan Uhlich , Antoine Liutkus , Yuki Mitsufuji
Journal 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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Asteroid: the PyTorch-based audio source separation toolkit for researchers

 Manuel Pariente , Samuele Cornell , Joris Cosentino , Sunit Sivasankaran , Efthymios Tzinis , et al.
Interspeech 2020, Oct 2020, Shanghai, China
Communication dans un congrès hal-02962964v1
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Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

 Mathieu Fontaine , Fabian-Robert Stöter , Antoine Liutkus , Umut Şimşekli , Romain Serizel , et al.
LVA/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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Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora

 Pierre Bonnet , Julien Champ , Hervé Goëau , Fabian-Robert Stöter , Benjamin Deneu , et al.
Biodiversity Information Science and Standards, 2020, 4, pp.e58933. ⟨10.3897/biss.4.58933⟩
Article dans une revue hal-02973673v1
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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges

 Alexis Joly , Hervé Goëau , Christophe Botella , Rafael Ruiz de Castaneda , Hervé Glotin , et al.
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⟩
Communication dans un congrès hal-02873670v1
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Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction

 Alexis Joly , Hervé Goëau , Christophe Botella , Stefan Kahl , Maximilien Servajean , et al.
CLEF 2019 - 10th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2019, Lugano, Switzerland. pp.387-401, ⟨10.1007/978-3-030-28577-7_29⟩
Communication dans un congrès hal-02281455v1
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Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes

 Stefan Kahl , Fabian-Robert Stöter , Hervé Goëau , Hervé Glotin , Robert Planque , et al.
CLEF 2019 - Conference and Labs of the Evaluation Forum, Cappellato, L.; Ferro, N.; Losada, D. E.; Müller, H., Sep 2019, Lugano, Switzerland
Communication dans un congrès hal-02345644v1
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