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hal-02293689v1  Journal articles
Fabian-Robert StöterStefan UhlichAntoine LiutkusYuki 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-02191302v1  Conference papers
Antoine LiutkusUmut ImşekliSzymon MajewskiAlain DurmusFabian-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-02125504v1  Reports
Baptiste CaramiauxFabien LotteJoost GeurtsGiuseppe AmatoMalte Behrmann et al.  AI in the media and creative industries
[Research Report] New European Media (NEM). 2019, pp.1-35
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hal-02005106v1  Conference papers
Simon LeglaiveUmut ŞimşekliAntoine LiutkusLaurent GirinRadu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩
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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-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-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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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-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-01713886v2  Conference papers
Antoine LiutkusChristian RohlfingAntoine Deleforge. Audio source separation with magnitude priors: the BEADS model
ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.56-60, ⟨10.1109/ICASSP.2018.8462515⟩
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hal-01714909v1  Conference papers
Umut SimsekliHalil ErdoganSimon LeglaiveAntoine LiutkusRoland Badeau et al.  Alpha-stable low-rank plus residual decomposition for speech enhancement
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩
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hal-01713889v1  Conference papers
Diego Di CarloAntoine LiutkusKen Déguernel. Interference reduction on full-length live recordings
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.736-740, ⟨10.1109/ICASSP.2018.8462621⟩
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hal-01633215v3  Conference papers
Nicolas KerivenAntoine DeleforgeAntoine Liutkus. Blind Source Separation Using Mixtures of Alpha-Stable Distributions
ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.771-775, ⟨10.1109/ICASSP.2018.8462095⟩