Antoine Liutkus

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Principled methods for mixtures processing.

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[DOI]

, 2022

2021

Relative Positional Encoding for Transformers with Linear Complexity.

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[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Separation of alpha-stable random vectors.

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[DOI]

Mathieu Fontaine

Signal Process., 2020

2019

Musical Source Separation: An Introduction.

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[DOI]

IEEE Signal Process. Mag., 2019

Open-Unmix - A Reference Implementation for Music Source Separation.

[BibT_eX]

[DOI]

J. Open Source Softw., 2019

AI in the media and creative industries.

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[DOI]

CoRR, 2019

Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions.

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[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions.

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[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Cauchy Multichannel Speech Enhancement with a Deep Speech Prior.

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[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

An Overview of Lead and Accompaniment Separation in Music.

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[DOI]

Stylianos Ioannis Mimilakis

Fabian-Robert Stöter

Derry FitzGerald

Bryan Pardo

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions.

[BibT_eX]

[DOI]

CoRR, 2018

Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Audio Source Separation with Magnitude Priors: The Beads Model.

[BibT_eX]

[DOI]

Christian Rohlfing

Antoine Deleforge

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Blind Source Separation Using Mixtures of Alpha-Stable Distributions.

[BibT_eX]

[DOI]

Nicolas Keriven

Antoine Deleforge

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Interference Reduction on Full-Length Live Recordings.

[BibT_eX]

[DOI]

Diego Di Carlo

Ken Deguemel

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

The 2018 Signal Separation Evaluation Campaign.

[BibT_eX]

[DOI]

Fabian-Robert Stöter

Nobutaka Ito

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Lévy NMF for robust nonnegative source separation.

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[DOI]

Paul Magron

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Explaining the parameterized wiener filter with alpha-stable processes.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Gaussian Framework for Interference Reduction in Live Recordings.

[BibT_eX]

[DOI]

Diego Di Carlo

Ken Déguernel

Proceedings of the AES International Conference Semantic Audio 2017, 2017

A diagonal plus low-rank covariance model for computationally efficient source separation.

[BibT_eX]

[DOI]

Kazuyoshi Yoshii

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Quantization-aware parameter estimation for audio upmixing.

[BibT_eX]

[DOI]

Christian Rohlfing

Julian Mathias Becker

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Very low bitrate spatial audio coding with dimensionality reduction.

[BibT_eX]

[DOI]

Christian Rohlfing

Jeremy E. Cohen

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A Multi-resolution approach to Common Fate-based audio separation.

[BibT_eX]

[DOI]

Fatemeh Pishdadian

Bryan Pardo

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Alpha-stable multichannel audio source separation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

User assisted separation of repeating patterns in time and frequency using magnitude projections.

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[DOI]

Derry FitzGerald

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The 2016 Signal Separation Evaluation Campaign.

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[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources.

[BibT_eX]

[DOI]

Mathieu Fontaine

Charles Vanwynsberghe

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Scalable source localization with multichannel α-stable distributions.

[BibT_eX]

[DOI]

Mathieu Fontaine

Charles Vanwynsberghe

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Multichannel Audio Source Separation With Deep Neural Networks.

[BibT_eX]

[DOI]

Aditya Arie Nugraha

Emmanuel Vincent

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Projection-Based Demixing of Spatial Audio.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Separation of nonnegative alpha-stable sources.

[BibT_eX]

[DOI]

Paul Magron

CoRR, 2016

Common fate model for unison source separation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

PROJET - Spatial audio separation using projections.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods.

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[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Multichannel music separation with deep neural networks.

[BibT_eX]

[DOI]

Aditya Arie Nugraha

Emmanuel Vincent

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Alpha-Stable Matrix Factorization.

[BibT_eX]

[DOI]

Umut Simsekli

Ali Taylan Cemgil

IEEE Signal Process. Lett., 2015

Listening to features.

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[DOI]

Manuel Moussallam

Laurent Daudet

CoRR, 2015

Source separation for target enhancement of food intake acoustics from noisy recordings.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Cauchy nonnegative matrix factorization.

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[DOI]

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Dialogue enhancement using kernel additive modelling.

[BibT_eX]

[DOI]

Serap Kirbiz

A. Taylan Cemgil

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds.

[BibT_eX]

[DOI]

Bryan Pardo

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Kernel Additive Modeling for interference reduction in multi-channel music recordings.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Scalable audio separation with light Kernel Additive Modelling.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Generalized Wiener filtering with fractional power spectrograms.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

The 2015 Signal Separation Evaluation Campaign.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets.

[BibT_eX]

[DOI]

Juan Andres Morales-Cordovilla

Umut Simsekli

A. Taylan Cemgil

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Robust ASR using neural network based speech enhancement and feature simulation.

[BibT_eX]

[DOI]

Sunit Sivasankaran

Aditya Arie Nugraha

Emmanuel Vincent

Siddharth Dalmia

Irina Illina

Christophe De Vleeschouwer

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Kernel Additive Models for Source Separation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).

[BibT_eX]

[DOI]

Laurent Jacques

Jean-François Determe

Fred Maurice Ngolè Mboula

CoRR, 2014

Kernel spectrogram models for source separation.

[BibT_eX]

[DOI]

Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

Compressed sensing under strong noise. Application to imaging through multiply scattering media.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

Perceptual coding-based Informed Source Separation.

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[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach.

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[DOI]

IEEE Trans. Speech Audio Process., 2013

An overview of informed audio source separation.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Non-negative Tensor Factorization for single-channel EEG artifact rejection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation.

[BibT_eX]

[DOI]

Shuhua Zhang

Laurent Girin

Proceedings of the IEEE International Conference on Acoustics, 2013

Low bitrate informed source separation of realistic mixtures.

[BibT_eX]

[DOI]

Gaël Richard

Proceedings of the IEEE International Conference on Acoustics, 2013

Non-negative matrix factorization for single-channel EEG artifact rejection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Informed source separation through spectrogram coding and data embedding.

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[DOI]

Signal Process., 2012

Analysis of dance movements using gaussian processes: extended abstract.

[BibT_eX]

[DOI]

Angélique Dremeau

Dimitrios S. Alexiadis

Slim Essid

Petros Daras

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Adaptive filtering for music/voice separation exploiting the repeating musical structure.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Probabilistic model for main melody extraction using Constant-Q transform.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Spatial coding-based Informed Source Separation.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Informed audio source separation: A comparative study.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Gaussian Processes for Underdetermined Source Separation.

[BibT_eX]

[DOI]

Gaël Richard

IEEE Trans. Signal Process., 2011

Informed source separation: Source coding meets source separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

2010

Informed Source Separation Using Latent Components.

[BibT_eX]

[DOI]