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hal-01188725v1  Conference papers
Nobutaka OnoZafar RafiiDaichi KitamuraNobutaka ItoAntoine Liutkus. The 2015 Signal Separation Evaluation Campaign
International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, France. pp.387-395, ⟨10.1007/978-3-319-22482-4_45⟩
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hal-01170924v1  Conference papers
Antoine LiutkusDerry FitzgeraldRoland Badeau. Cauchy Nonnegative Matrix Factorization
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States
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hal-01174886v1  Conference papers
Antoine LiutkusTemiloluwa OlubanjoElliot MooreMaysam Ghovanloo. Source Separation for Target Enhancement of Food Intake Acoustics from Noisy Recordings
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States
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hal-01515955v1  Conference papers
Christian RohlfingAntoine LiutkusJulian Becker. Quantization-aware Parameter Estimation for Audio Upmixing
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
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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-01515954v1  Conference papers
Christian RohlfingJérémy CohenAntoine Liutkus. Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
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hal-01194354v1  Journal articles
Umut ŞimşekliAntoine LiutkusTaylan Cemgil. Alpha-Stable Matrix Factorization
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, pp.5
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hal-01118307v1  Reports
Manuel MoussallamAntoine LiutkusLaurent Daudet. Listening to features
[Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24
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hal-01110028v2  Conference papers
Antoine LiutkusRoland Badeau. Generalized Wiener filtering with fractional power spectrograms
40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
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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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hal-01515971v1  Conference papers
Diego Di CarloKen DéguernelAntoine Liutkus. Gaussian framework for interference reduction in live recordings
AES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany
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hal-00958661v1  Conference papers
Antoine LiutkusJean-Louis DurrieuLaurent DaudetGael Richard. An overview of informed audio source separation
WIAMIS 2013 - The 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services, Jul 2013, Paris, France. pp.1-4, ⟨10.1109/WIAMIS.2013.6616139⟩
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hal-01260588v2  Journal articles
Derry FitzgeraldAntoine LiutkusRoland Badeau. Projection-based demixing of spatial audio
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2016, ⟨10.1109/TASLP.2016.2570945⟩
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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-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-01580733v1  Conference papers
Antoine LiutkusKazuyoshi Yoshii. A diagonal plus low-rank covariance model for computationally efficient source separation
IEEE international workshop on machine learning for signal processing (MLSP), Sep 2017, Tokyo, Japan
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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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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-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-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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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-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-01515956v1  Conference papers
Derry FitzgeraldZafar RafiiAntoine Liutkus. User Assisted Separation of Repeating Patterns in Time and Frequency using Magnitude Projections
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States