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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-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-01515951v1  Conference papers
Fatemeh PishdadianBryan PardoAntoine Liutkus. A multi-resolution approach to common fate-based audio separation
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
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hal-01025563v1  Book sections
Zafar RafiiAntoine LiutkusBryan Pardo. REPET for Background/Foreground Separation in Audio
G.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⟩
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hal-01116689v1  Conference papers
Zafar RafiiAntoine LiutkusBryan Pardo. A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, France
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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-01945320v1  Book sections
Bryan PardoAntoine LiutkusZhiyao DuanGael Richard. Applying source separation to music
Audio Source Separation and Speech Enhancement, Chapter 16, Wiley, 2018, 978-1-119-27989-1. ⟨10.1002/9781119279860.ch16⟩
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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-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⟩
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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-01011044v2  Journal articles
Antoine LiutkusDerry FitzgeraldZafar RafiiBryan PardoLaurent Daudet. Kernel Additive Models for Source Separation
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, pp.14. ⟨10.1109/TSP.2014.2332434⟩
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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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hal-01000001v2  Conference papers
Derry FitzgeraldAntoine LiutkusZafar RafiiBryan PardoLaurent Daudet. Harmonic/Percussive Separation Using Kernel Additive Modelling
IET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland