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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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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-01714909v1  Conference papers
Umut ŞimşekliHalil 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-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-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-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-01116686v2  Conference papers
Thomas PrätzlichRachel BittnerAntoine LiutkusMeinard Müller. Kernel additive modeling for interference reduction in multi-channel music recordings
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
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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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inria-00610526v1  Conference papers
Alexey OzerovAntoine LiutkusRoland BadeauGael Richard. Informed source separation: source coding meets source separation
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Oct 2011, Mohonk, NY, United States
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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-01334614v2  Conference papers
Aditya NugrahaAntoine LiutkusEmmanuel Vincent. Multichannel Music Separation with Deep Neural Networks
European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752
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hal-01548488v1  Conference papers
Paul MagronRoland BadeauAntoine Liutkus. Lévy NMF for Robust Nonnegative Source Separation
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017), IEEE, Oct 2017, New Paltz, NY, United States
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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-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-01472932v1  Conference papers
Antoine LiutkusFabian-Robert StöterZafar RafiiDaichi KitamuraBertrand Rivet et al.  The 2016 Signal Separation Evaluation Campaign
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⟩
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hal-03256451v1  Conference papers
Antoine LiutkusOndřej CífkaShih-Lun WuUmut ŞimşekliYi-Hsuan Yang et al.  Relative Positional Encoding for Transformers with Linear Complexity
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States
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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-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-01114890v2  Conference papers
Antoine LiutkusDerry FitzgeraldZafar Rafii. Scalable audio separation with light kernel additive modelling
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2015, Brisbane, Australia
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hal-01170932v1  Conference papers
Antoine LiutkusUmut ŞimşekliTaylan Cemgil. Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets
International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic
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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-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-01416366v1  Conference papers
Simon LeglaiveUmut ŞimşekliAntoine LiutkusRoland BadeauGael Richard. Alpha-Stable Multichannel Audio Source Separation
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
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hal-01016314v1  Conference papers
Serap KırbızAlexey OzerovAntoine LiutkusLaurent Girin. Perceptual coding-based informed source separation
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
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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⟩
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hal-01548508v1  Conference papers
Mathieu FontaineAntoine LiutkusLaurent GirinRoland Badeau. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes
WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, New York, United States
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hal-02288063v1  Conference papers
Mathieu FontaineAditya Arie NugrahaRoland BadeauKazuyoshi YoshiiAntoine Liutkus. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior
27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, Coruña, Spain
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hal-01531252v1  Conference papers
Mathieu FontaineCharles VanwynsbergheAntoine LiutkusRoland Badeau. Scalable Source Localization with Multichannel Alpha-Stable Distributions
25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15
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lirmm-01766795v1  Conference papers
Mathieu FontaineFabian-Robert StöterAntoine LiutkusUmut ŞimşekliRomain Serizel et al.  Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition
14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018), Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩
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hal-01401988v1  Conference papers
Mathieu FontaineCharles VanwynsbergheAntoine LiutkusRoland Badeau. Sketching for nearfield acoustic imaging of heavy-tailed sources
13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.80-88, ⟨10.1007/978-3-319-53547-0_8⟩
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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
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hal-01248014v1  Conference papers
Derry FitzgeraldAntoine LiutkusRoland Badeau. PROJET - Spatial Audio Separation Using Projections
41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
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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
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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-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⟩