Antoine Liutkus

75 papers A* 3C 1Misc 21Journal 22Unranked 27

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Black-box language model explanation by context length probing. ACL (2) Ondrej Cífka, Antoine Liutkus
2022	J	`jnl`	Black-box language model explanation by context length probing. CoRR Ondrej Cífka, Antoine Liutkus
2022	—	`book`	Principled methods for mixtures processing. Antoine Liutkus
2021	A*	`conf`	Relative Positional Encoding for Transformers with Linear Complexity. ICML Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
2021	J	`jnl`	Relative Positional Encoding for Transformers with Linear Complexity. CoRR Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
2020	J	`jnl`	Separation of alpha-stable random vectors. Signal Process. Mathieu Fontaine, Roland Badeau, Antoine Liutkus
2019	J	`jnl`	AI in the media and creative industries. CoRR 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
2019	—	`conf`	Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus
2019	J	`jnl`	Musical Source Separation: An Introduction. IEEE Signal Process. Mag. Estefanía Cano, Derry FitzGerald, Antoine Liutkus, Mark D. Plumbley, Fabian-Robert Stöter
2019	J	`jnl`	Open-Unmix - A Reference Implementation for Music Source Separation. J. Open Source Softw. Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus, Yuki Mitsufuji
2019	A*	`conf`	Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. ICML Antoine Liutkus, Umut Simsekli, Szymon Majewski, Alain Durmus, Fabian-Robert Stöter
2019	Misc	`conf`	Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. ICASSP Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
2019	J	`jnl`	Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud
2018	Misc	`conf`	Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard
2018	J	`jnl`	An Overview of Lead and Accompaniment Separation in Music. CoRR Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
2018	J	`jnl`	An Overview of Lead and Accompaniment Separation in Music. IEEE ACM Trans. Audio Speech Lang. Process. Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
2018	Misc	`conf`	Audio Source Separation with Magnitude Priors: The Beads Model. ICASSP Antoine Liutkus, Christian Rohlfing, Antoine Deleforge
2018	Misc	`conf`	Blind Source Separation Using Mixtures of Alpha-Stable Distributions. ICASSP Nicolas Keriven, Antoine Deleforge, Antoine Liutkus
2018	Misc	`conf`	Interference Reduction on Full-Length Live Recordings. ICASSP Diego Di Carlo, Antoine Liutkus, Ken Deguemel
2018	—	`conf`	Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
2018	J	`jnl`	Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. CoRR Umut Simsekli, Antoine Liutkus, Szymon Majewski, Alain Durmus
2018	—	`conf`	The 2018 Signal Separation Evaluation Campaign. LVA/ICA Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito
2018	J	`jnl`	The 2018 Signal Separation Evaluation Campaign. CoRR Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito
2017	Misc	`conf`	A Multi-resolution approach to Common Fate-based audio separation. ICASSP Fatemeh Pishdadian, Bryan Pardo, Antoine Liutkus
2017	—	`conf`	A diagonal plus low-rank covariance model for computationally efficient source separation. MLSP Antoine Liutkus, Kazuyoshi Yoshii
2017	Misc	`conf`	Alpha-stable multichannel audio source separation. ICASSP Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard
2017	J	`jnl`	Blind Source Separation Using Mixtures of Alpha-Stable Distributions. CoRR Nicolas Keriven, Antoine Deleforge, Antoine Liutkus
2017	—	`conf`	Explaining the parameterized wiener filter with alpha-stable processes. WASPAA Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
2017	—	`conf`	Gaussian Framework for Interference Reduction in Live Recordings. Semantic Audio Diego Di Carlo, Ken Déguernel, Antoine Liutkus
2017	—	`conf`	Lévy NMF for robust nonnegative source separation. WASPAA Paul Magron, Roland Badeau, Antoine Liutkus
2017	Misc	`conf`	Quantization-aware parameter estimation for audio upmixing. ICASSP Christian Rohlfing, Antoine Liutkus, Julian Mathias Becker
2017	—	`conf`	Scalable source localization with multichannel α-stable distributions. EUSIPCO Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
2017	—	`conf`	Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. LVA/ICA Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
2017	—	`conf`	The 2016 Signal Separation Evaluation Campaign. LVA/ICA Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, Nobutaka Ito, Nobutaka Ono, Julie Fontecave
2017	Misc	`conf`	User assisted separation of repeating patterns in time and frequency using magnitude projections. ICASSP Derry FitzGerald, Zafar Rafii, Antoine Liutkus
2017	Misc	`conf`	Very low bitrate spatial audio coding with dimensionality reduction. ICASSP Christian Rohlfing, Jeremy E. Cohen, Antoine Liutkus
2016	Misc	`conf`	Common fate model for unison source separation. ICASSP Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron
2016	—	`conf`	Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. EUSIPCO Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Chris Hummersone, Antoine Liutkus, Mark D. Plumbley
2016	J	`jnl`	Multichannel Audio Source Separation With Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent
2016	—	`conf`	Multichannel music separation with deep neural networks. EUSIPCO Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent
2016	Misc	`conf`	PROJET - Spatial audio separation using projections. ICASSP Derry FitzGerald, Antoine Liutkus, Roland Badeau
2016	J	`jnl`	Projection-Based Demixing of Spatial Audio. IEEE ACM Trans. Audio Speech Lang. Process. Derry FitzGerald, Antoine Liutkus, Roland Badeau
2016	J	`jnl`	Separation of nonnegative alpha-stable sources. CoRR Paul Magron, Roland Badeau, Antoine Liutkus
2015	Misc	`conf`	A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds. ICASSP Zafar Rafii, Antoine Liutkus, Bryan Pardo
2015	J	`jnl`	Alpha-Stable Matrix Factorization. IEEE Signal Process. Lett. Umut Simsekli, Antoine Liutkus, Ali Taylan Cemgil
2015	—	`conf`	Cauchy nonnegative matrix factorization. WASPAA Antoine Liutkus, Derry FitzGerald, Roland Badeau
2015	—	`conf`	Dialogue enhancement using kernel additive modelling. SIU Serap Kirbiz, Antoine Liutkus, A. Taylan Cemgil
2015	—	`conf`	Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. LVA/ICA Antoine Liutkus, Umut Simsekli, A. Taylan Cemgil
2015	Misc	`conf`	Generalized Wiener filtering with fractional power spectrograms. ICASSP Antoine Liutkus, Roland Badeau
2015	Misc	`conf`	Kernel Additive Modeling for interference reduction in multi-channel music recordings. ICASSP Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller
2015	J	`jnl`	Listening to features. CoRR Manuel Moussallam, Antoine Liutkus, Laurent Daudet
2015	C	`conf`	Robust ASR using neural network based speech enhancement and feature simulation. ASRU Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andres Morales-Cordovilla, Siddharth Dalmia, Irina Illina, Antoine Liutkus
2015	Misc	`conf`	Scalable audio separation with light Kernel Additive Modelling. ICASSP Antoine Liutkus, Derry FitzGerald, Zafar Rafii
2015	—	`conf`	Source separation for target enhancement of food intake acoustics from noisy recordings. WASPAA Antoine Liutkus, Temiloluwa Olubanjo, Elliot Moore, Maysam Ghovanloo
2015	—	`conf`	The 2015 Signal Separation Evaluation Campaign. LVA/ICA Nobutaka Ono, Zafar Rafii, Daichi Kitamura, Nobutaka Ito, Antoine Liutkus
2014	—	`conf`	Compressed sensing under strong noise. Application to imaging through multiply scattering media. EUSIPCO Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet
2014	J	`jnl`	Kernel Additive Models for Source Separation. IEEE Trans. Signal Process. Antoine Liutkus, Derry FitzGerald, Zafar Rafii, Bryan Pardo, Laurent Daudet
2014	—	`conf`	Kernel spectrogram models for source separation. HSCMA Antoine Liutkus, Zafar Rafii, Bryan Pardo, Derry FitzGerald, Laurent Daudet
2014	—	`conf`	Perceptual coding-based Informed Source Separation. EUSIPCO Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin
2014	J	`jnl`	Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR 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
2013	—	`conf`	An overview of informed audio source separation. WIAMIS Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gaël Richard
2013	J	`jnl`	Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
2013	Misc	`conf`	Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. ICASSP Shuhua Zhang, Laurent Girin, Antoine Liutkus
2013	Misc	`conf`	Low bitrate informed source separation of realistic mixtures. ICASSP Antoine Liutkus, Roland Badeau, Gaël Richard
2013	—	`conf`	Non-negative Tensor Factorization for single-channel EEG artifact rejection. MLSP Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid
2013	Misc	`conf`	Non-negative matrix factorization for single-channel EEG artifact rejection. ICASSP Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid
2012	Misc	`conf`	Adaptive filtering for music/voice separation exploiting the repeating musical structure. ICASSP Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard
2012	A*	`conf`	Analysis of dance movements using gaussian processes: extended abstract. ACM Multimedia Antoine Liutkus, Angélique Dremeau, Dimitrios S. Alexiadis, Slim Essid, Petros Daras
2012	—	`conf`	Informed audio source separation: A comparative study. EUSIPCO Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, Roland Badeau, Laurent Daudet, Sylvain Marchand, Gaël Richard
2012	J	`jnl`	Informed source separation through spectrogram coding and data embedding. Signal Process. Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gaël Richard
2012	Misc	`conf`	Probabilistic model for main melody extraction using Constant-Q transform. ICASSP Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard
2012	—	`conf`	Spatial coding-based Informed Source Separation. EUSIPCO Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard
2011	J	`jnl`	Gaussian Processes for Underdetermined Source Separation. IEEE Trans. Signal Process. Antoine Liutkus, Roland Badeau, Gaël Richard
2011	—	`conf`	Informed source separation: Source coding meets source separation. WASPAA Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
2010	—	`conf`	Informed Source Separation Using Latent Components. LVA/ICA Antoine Liutkus, Roland Badeau, Gaël Richard