Antoine Liutkus

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 42

Top Topics

Source Separation

Negative Matrix Factorization

Additive Models

Top Venues

Publications

Ondrej Cífka, Antoine Liutkus
Black-box language model explanation by context length probing. ACL (2) (2023)
Ondrej Cífka, Antoine Liutkus
Black-box language model explanation by context length probing. CoRR (2022)
Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
Relative Positional Encoding for Transformers with Linear Complexity. CoRR (2021)
Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
Relative Positional Encoding for Transformers with Linear Complexity. ICML (2021)
Mathieu Fontaine, Roland Badeau, Antoine Liutkus
Separation of alpha-stable random vectors. Signal Process. 170 (2020)
Antoine Liutkus, Umut Simsekli, Szymon Majewski, Alain Durmus, Fabian-Robert Stöter
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. ICML (2019)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR (2019)
Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux, Fabrizio Falchi, Ander García, Joost Geurts, Jaume Gibert, Guillaume Gravier, Hadmut Holken, Hartmut Koenitz, Sylvain Lefebvre, Antoine Liutkus, Fabien Lotte, Andrew Perkis, Rafael Redondo, Enrico Turrin, Thierry Viéville, Emmanuel Vincent
AI in the media and creative industries. CoRR (2019)
Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus
Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO (2019)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. ICASSP (2019)
Estefanía Cano, Derry FitzGerald, Antoine Liutkus, Mark D. Plumbley, Fabian-Robert Stöter
Musical Source Separation: An Introduction. IEEE Signal Process. Mag. 36 (1) (2019)
Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus, Yuki Mitsufuji
Open-Unmix - A Reference Implementation for Music Source Separation. J. Open Source Softw. 4 (41) (2019)
Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito
The 2018 Signal Separation Evaluation Campaign. CoRR (2018)
Antoine Liutkus, Christian Rohlfing, Antoine Deleforge
Audio Source Separation with Magnitude Priors: The Beads Model. ICASSP (2018)
Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
An Overview of Lead and Accompaniment Separation in Music. CoRR (2018)
Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard
Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP (2018)
Nicolas Keriven, Antoine Deleforge, Antoine Liutkus
Blind Source Separation Using Mixtures of Alpha-Stable Distributions. ICASSP (2018)
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA (2018)
Diego Di Carlo, Antoine Liutkus, Ken Deguemel
Interference Reduction on Full-Length Live Recordings. ICASSP (2018)
Umut Simsekli, Antoine Liutkus, Szymon Majewski, Alain Durmus
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. CoRR (2018)
Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito
The 2018 Signal Separation Evaluation Campaign. LVA/ICA (2018)
Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
An Overview of Lead and Accompaniment Separation in Music. IEEE ACM Trans. Audio Speech Lang. Process. 26 (8) (2018)
Antoine Liutkus, Kazuyoshi Yoshii
A diagonal plus low-rank covariance model for computationally efficient source separation. MLSP (2017)
Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, Nobutaka Ito, Nobutaka Ono, Julie Fontecave
The 2016 Signal Separation Evaluation Campaign. LVA/ICA (2017)
Christian Rohlfing, Antoine Liutkus, Julian Mathias Becker
Quantization-aware parameter estimation for audio upmixing. ICASSP (2017)
Christian Rohlfing, Jeremy E. Cohen, Antoine Liutkus
Very low bitrate spatial audio coding with dimensionality reduction. ICASSP (2017)
Diego Di Carlo, Ken Déguernel, Antoine Liutkus
Gaussian Framework for Interference Reduction in Live Recordings. Semantic Audio (2017)
Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
Scalable source localization with multichannel α-stable distributions. EUSIPCO (2017)
Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard
Alpha-stable multichannel audio source separation. ICASSP (2017)
Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
Explaining the parameterized wiener filter with alpha-stable processes. WASPAA (2017)
Fatemeh Pishdadian, Bryan Pardo, Antoine Liutkus
A Multi-resolution approach to Common Fate-based audio separation. ICASSP (2017)
Paul Magron, Roland Badeau, Antoine Liutkus
Lévy NMF for robust nonnegative source separation. WASPAA (2017)
Nicolas Keriven, Antoine Deleforge, Antoine Liutkus
Blind Source Separation Using Mixtures of Alpha-Stable Distributions. CoRR (2017)
Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. LVA/ICA (2017)
Derry FitzGerald, Zafar Rafii, Antoine Liutkus
User assisted separation of repeating patterns in time and frequency using magnitude projections. ICASSP (2017)
Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron
Common fate model for unison source separation. ICASSP (2016)
Derry Fitzgerald, Antoine Liutkus, Roland Badeau
PROJET - Spatial audio separation using projections. ICASSP (2016)
Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent
Multichannel music separation with deep neural networks. EUSIPCO (2016)
Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent
Multichannel Audio Source Separation With Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 24 (9) (2016)
Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Chris Hummersone, Antoine Liutkus, Mark D. Plumbley
Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. EUSIPCO (2016)
Paul Magron, Roland Badeau, Antoine Liutkus
Separation of nonnegative alpha-stable sources. CoRR (2016)
Derry Fitzgerald, Antoine Liutkus, Roland Badeau
Projection-Based Demixing of Spatial Audio. IEEE ACM Trans. Audio Speech Lang. Process. 24 (9) (2016)
Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andres Morales-Cordovilla, Siddharth Dalmia, Irina Illina, Antoine Liutkus
Robust ASR using neural network based speech enhancement and feature simulation. ASRU (2015)
Nobutaka Ono, Zafar Rafii, Daichi Kitamura, Nobutaka Ito, Antoine Liutkus
The 2015 Signal Separation Evaluation Campaign. LVA/ICA (2015)
Serap Kirbiz, Antoine Liutkus, A. Taylan Cemgil
Dialogue enhancement using kernel additive modelling. SIU (2015)
Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller
Kernel Additive Modeling for interference reduction in multi-channel music recordings. ICASSP (2015)
Zafar Rafii, Antoine Liutkus, Bryan Pardo
A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds. ICASSP (2015)
Antoine Liutkus, Roland Badeau
Generalized Wiener filtering with fractional power spectrograms. ICASSP (2015)
Antoine Liutkus, Temiloluwa Olubanjo, Elliot Moore, Maysam Ghovanloo
Source separation for target enhancement of food intake acoustics from noisy recordings. WASPAA (2015)
Antoine Liutkus, Derry Fitzgerald, Zafar Rafii
Scalable audio separation with light Kernel Additive Modelling. ICASSP (2015)
Antoine Liutkus, Umut Simsekli, A. Taylan Cemgil
Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. LVA/ICA (2015)
Antoine Liutkus, Derry Fitzgerald, Roland Badeau
Cauchy nonnegative matrix factorization. WASPAA (2015)
Umut Simsekli, Antoine Liutkus, Ali Taylan Cemgil
Alpha-Stable Matrix Factorization. IEEE Signal Process. Lett. 22 (12) (2015)
Manuel Moussallam, Antoine Liutkus, Laurent Daudet
Listening to features. CoRR (2015)
Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin
Perceptual coding-based Informed Source Separation. EUSIPCO (2014)
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Antoine Liutkus, Derry Fitzgerald, Zafar Rafii, Bryan Pardo, Laurent Daudet
Kernel Additive Models for Source Separation. IEEE Trans. Signal Process. 62 (16) (2014)
Antoine Liutkus, Zafar Rafii, Bryan Pardo, Derry Fitzgerald, Laurent Daudet
Kernel spectrogram models for source separation. HSCMA (2014)
Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet
Compressed sensing under strong noise. Application to imaging through multiply scattering media. EUSIPCO (2014)
Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gaël Richard
An overview of informed audio source separation. WIAMIS (2013)
Antoine Liutkus, Roland Badeau, Gaël Richard
Low bitrate informed source separation of realistic mixtures. ICASSP (2013)
Shuhua Zhang, Laurent Girin, Antoine Liutkus
Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. ICASSP (2013)
Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. 21 (8) (2013)
Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid
Non-negative Tensor Factorization for single-channel EEG artifact rejection. MLSP (2013)
Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid
Non-negative matrix factorization for single-channel EEG artifact rejection. ICASSP (2013)
Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gaël Richard
Informed source separation through spectrogram coding and data embedding. Signal Process. 92 (8) (2012)
Antoine Liutkus, Angélique Dremeau, Dimitrios S. Alexiadis, Slim Essid, Petros Daras
Analysis of dance movements using gaussian processes: extended abstract. ACM Multimedia (2012)
Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard
Probabilistic model for main melody extraction using Constant-Q transform. ICASSP (2012)
Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard
Adaptive filtering for music/voice separation exploiting the repeating musical structure. ICASSP (2012)
Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, Roland Badeau, Laurent Daudet, Sylvain Marchand, Gaël Richard
Informed audio source separation: A comparative study. EUSIPCO (2012)
Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard
Spatial coding-based Informed Source Separation. EUSIPCO (2012)
Antoine Liutkus, Roland Badeau, Gaël Richard
Gaussian Processes for Underdetermined Source Separation. IEEE Trans. Signal Process. 59 (7) (2011)
Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
Informed source separation: Source coding meets source separation. WASPAA (2011)
Antoine Liutkus, Roland Badeau, Gaël Richard
Informed Source Separation Using Latent Components. LVA/ICA (2010)