Informed Source Separation Using Latent Components. - Antoine Liutkus; Roland Badeau; Gaël Richard (LVA/ICA, 2010)

Informed source separation: Source coding meets source separation. - Alexey Ozerov; Antoine Liutkus; Roland Badeau; Gaël Richard (WASPAA, 2011)

Gaussian Processes for Underdetermined Source Separation. - Antoine Liutkus; Roland Badeau; Gaël Richard (IEEE Trans. Signal Process., 2011)

Informed audio source separation: A comparative study. - Antoine Liutkus; Stanislaw Gorlow; Nicolas Sturmel; Shuhua Zhang; Laurent Girin; Roland Badeau; Laurent Daudet; Sylvain Marchand; Gaël Richard (EUSIPCO, 2012)

Spatial coding-based Informed Source Separation. - Antoine Liutkus; Alexey Ozerov; Roland Badeau; Gaël Richard (EUSIPCO, 2012)

Probabilistic model for main melody extraction using Constant-Q transform. - Benoit Fuentes; Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2012)

Adaptive filtering for music/voice separation exploiting the repeating musical structure. - Antoine Liutkus; Zafar Rafii; Roland Badeau; Bryan Pardo; Gaël Richard (ICASSP, 2012)

Analysis of dance movements using gaussian processes: extended abstract. - Antoine Liutkus; Angélique Dremeau; Dimitrios S. Alexiadis; Slim Essid; Petros Daras (ACM Multimedia, 2012)

Informed source separation through spectrogram coding and data embedding. - Antoine Liutkus; Jonathan Pinel; Roland Badeau; Laurent Girin; Gaël Richard (Signal Process., 2012)

Non-negative matrix factorization for single-channel EEG artifact rejection. - Cécilia Damon; Antoine Liutkus; Alexandre Gramfort; Slim Essid (ICASSP, 2013)

Low bitrate informed source separation of realistic mixtures. - Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2013)

Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. - Shuhua Zhang; Laurent Girin; Antoine Liutkus (ICASSP, 2013)

Non-negative Tensor Factorization for single-channel EEG artifact rejection. - Cécilia Damon; Antoine Liutkus; Alexandre Gramfort; Slim Essid (MLSP, 2013)

An overview of informed audio source separation. - Antoine Liutkus; Jean-Louis Durrieu; Laurent Daudet; Gaël Richard (WIAMIS, 2013)

Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. - Alexey Ozerov; Antoine Liutkus; Roland Badeau; Gaël Richard (IEEE Trans. Speech Audio Process., 2013)

Perceptual coding-based Informed Source Separation. - Serap Kirbiz; Alexey Ozerov; Antoine Liutkus; Laurent Girin (EUSIPCO, 2014)

Compressed sensing under strong noise. Application to imaging through multiply scattering media. - Antoine Liutkus; David Martina; Sylvain Gigan; Laurent Daudet (EUSIPCO, 2014)

Kernel spectrogram models for source separation. - Antoine Liutkus; Zafar Rafii; Bryan Pardo; Derry Fitzgerald; Laurent Daudet (HSCMA, 2014)

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). - 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; et al. (CoRR, 2014)

Kernel Additive Models for Source Separation. - Antoine Liutkus; Derry Fitzgerald; Zafar Rafii; Bryan Pardo; Laurent Daudet (IEEE Trans. Signal Process., 2014)

Robust ASR using neural network based speech enhancement and feature simulation. - Sunit Sivasankaran; Aditya Arie Nugraha; Emmanuel Vincent 001; Juan Andres Morales-Cordovilla; Siddharth Dalmia; Irina Illina; Antoine Liutkus (ASRU, 2015)

Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. - Antoine Liutkus; Umut Simsekli; A. Taylan Cemgil (LVA/ICA, 2015)

The 2015 Signal Separation Evaluation Campaign. - Nobutaka Ono; Zafar Rafii; Daichi Kitamura; Nobutaka Ito; Antoine Liutkus (LVA/ICA, 2015)

Generalized Wiener filtering with fractional power spectrograms. - Antoine Liutkus; Roland Badeau (ICASSP, 2015)

Scalable audio separation with light Kernel Additive Modelling. - Antoine Liutkus; Derry Fitzgerald; Zafar Rafii (ICASSP, 2015)

Kernel Additive Modeling for interference reduction in multi-channel music recordings. - Thomas Prätzlich; Rachel M. Bittner; Antoine Liutkus; Meinard Müller (ICASSP, 2015)

A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds. - Zafar Rafii; Antoine Liutkus; Bryan Pardo (ICASSP, 2015)

Dialogue enhancement using kernel additive modelling. - Serap Kirbiz; Antoine Liutkus; A. Taylan Cemgil (SIU, 2015)

Cauchy nonnegative matrix factorization. - Antoine Liutkus; Derry Fitzgerald; Roland Badeau (WASPAA, 2015)

Source separation for target enhancement of food intake acoustics from noisy recordings. - Antoine Liutkus; Temiloluwa Olubanjo; Elliot Moore; Maysam Ghovanloo (WASPAA, 2015)

Listening to features. - Manuel Moussallam; Antoine Liutkus; Laurent Daudet (CoRR, 2015)

Alpha-Stable Matrix Factorization. - Umut Simsekli; Antoine Liutkus; Ali Taylan Cemgil (IEEE Signal Process. Lett., 2015)

Multichannel music separation with deep neural networks. - Aditya Arie Nugraha; Antoine Liutkus; Emmanuel Vincent 001 (EUSIPCO, 2016)

Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. - Andrew J. R. Simpson; Gerard Roma; Emad M. Grais; Russell D. Mason; Chris Hummersone; Antoine Liutkus; Mark D. Plumbley (EUSIPCO, 2016)

PROJET - Spatial audio separation using projections. - Derry Fitzgerald; Antoine Liutkus; Roland Badeau (ICASSP, 2016)

Common fate model for unison source separation. - Fabian-Robert Stöter; Antoine Liutkus; Roland Badeau; Bernd Edler; Paul Magron (ICASSP, 2016)

Separation of nonnegative alpha-stable sources. - Paul Magron; Roland Badeau; Antoine Liutkus (CoRR, 2016)

Projection-Based Demixing of Spatial Audio. - Derry Fitzgerald; Antoine Liutkus; Roland Badeau (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Multichannel Audio Source Separation With Deep Neural Networks. - Aditya Arie Nugraha; Antoine Liutkus; Emmanuel Vincent 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Scalable source localization with multichannel α-stable distributions. - Mathieu Fontaine 002; Charles Vanwynsberghe; Antoine Liutkus; Roland Badeau (EUSIPCO, 2017)

Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. - Mathieu Fontaine 002; Charles Vanwynsberghe; Antoine Liutkus; Roland Badeau (LVA/ICA, 2017)

The 2016 Signal Separation Evaluation Campaign. - Antoine Liutkus; Fabian-Robert Stöter; Zafar Rafii; Daichi Kitamura; Bertrand Rivet; Nobutaka Ito; Nobutaka Ono; Julie Fontecave (LVA/ICA, 2017)

User assisted separation of repeating patterns in time and frequency using magnitude projections. - Derry FitzGerald; Zafar Rafii; Antoine Liutkus (ICASSP, 2017)

Alpha-stable multichannel audio source separation. - Simon Leglaive; Umut Simsekli; Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2017)

A Multi-resolution approach to Common Fate-based audio separation. - Fatemeh Pishdadian; Bryan Pardo; Antoine Liutkus (ICASSP, 2017)

Very low bitrate spatial audio coding with dimensionality reduction. - Christian Rohlfing; Jeremy E. Cohen; Antoine Liutkus (ICASSP, 2017)

Quantization-aware parameter estimation for audio upmixing. - Christian Rohlfing; Antoine Liutkus; Julian Mathias Becker (ICASSP, 2017)

A diagonal plus low-rank covariance model for computationally efficient source separation. - Antoine Liutkus; Kazuyoshi Yoshii (MLSP, 2017)

Gaussian Framework for Interference Reduction in Live Recordings. - Diego Di Carlo; Ken Déguernel; Antoine Liutkus (Semantic Audio, 2017)

Explaining the parameterized wiener filter with alpha-stable processes. - Mathieu Fontaine 002; Antoine Liutkus; Laurent Girin; Roland Badeau (WASPAA, 2017)

Lévy NMF for robust nonnegative source separation. - Paul Magron; Roland Badeau; Antoine Liutkus (WASPAA, 2017)

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. - Mathieu Fontaine 002; Fabian-Robert Stöter; Antoine Liutkus; Umut Simsekli; Romain Serizel; Roland Badeau (LVA/ICA, 2018)

The 2018 Signal Separation Evaluation Campaign. - Fabian-Robert Stöter; Antoine Liutkus; Nobutaka Ito (LVA/ICA, 2018)

Interference Reduction on Full-Length Live Recordings. - Diego Di Carlo; Antoine Liutkus; Ken Deguemel (ICASSP, 2018)

Blind Source Separation Using Mixtures of Alpha-Stable Distributions. - Nicolas Keriven; Antoine Deleforge; Antoine Liutkus (ICASSP, 2018)

Audio Source Separation with Magnitude Priors: The Beads Model. - Antoine Liutkus; Christian Rohlfing; Antoine Deleforge (ICASSP, 2018)

Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. - Umut Simsekli; Halil Erdogan; Simon Leglaive; Antoine Liutkus; Roland Badeau; Gaël Richard (ICASSP, 2018)

Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. - Umut Simsekli; Antoine Liutkus; Szymon Majewski; Alain Durmus (CoRR, 2018)

An Overview of Lead and Accompaniment Separation in Music. - Zafar Rafii; Antoine Liutkus; Fabian-Robert Stöter; Stylianos Ioannis Mimilakis; Derry FitzGerald; Bryan Pardo (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. - Mathieu Fontaine 002; Aditya Arie Nugraha; Roland Badeau; Kazuyoshi Yoshii; Antoine Liutkus (EUSIPCO, 2019)

Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. - Simon Leglaive; Umut Simsekli; Antoine Liutkus; Laurent Girin; Radu Horaud (ICASSP, 2019)

Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. - Antoine Liutkus; Umut Simsekli; Szymon Majewski; Alain Durmus; Fabian-Robert Stöter (ICML, 2019)

AI in the media and creative industries. - Giuseppe Amato 001; Malte Behrmann; Frédéric Bimbot; Baptiste Caramiaux; Fabrizio Falchi; Ander García; Joost Geurts; Jaume Gibert; Guillaume Gravier; Hadmut Holken; Hartmut Koenitz; Sylvain Lefebvre 001; et al. (CoRR, 2019)

Open-Unmix - A Reference Implementation for Music Source Separation. - Fabian-Robert Stöter; Stefan Uhlich; Antoine Liutkus; Yuki Mitsufuji (J. Open Source Softw., 2019)

Musical Source Separation: An Introduction. - Estefanía Cano; Derry FitzGerald; Antoine Liutkus; Mark D. Plumbley; Fabian-Robert Stöter (IEEE Signal Process. Mag., 2019)

Open-Unmix - A Reference Implementation for Music Source Separation. - Fabian-Robert Stöter; Stefan Uhlich; Antoine Liutkus; Yuki Mitsufuji (Zenodo, 2019)

Separation of alpha-stable random vectors. - Mathieu Fontaine 002; Roland Badeau; Antoine Liutkus (Signal Process., 2020)

Relative Positional Encoding for Transformers with Linear Complexity. - Antoine Liutkus; Ondrej Cífka; Shih-Lun Wu; Umut Simsekli; Yi-Hsuan Yang; Gaël Richard (ICML, 2021)

Principled methods for mixtures processing. - Antoine Liutkus (2022)

Black-box language model explanation by context length probing. - Ondrej Cífka; Antoine Liutkus (ACL (2), 2023)