Concepedia

Antoine Liutkus

AL

Statistics

Publications

39

Citations

2.3K

H-Index

24

Active since

2010

Affiliations

Centre National de la Recherche Scientifique(Current)

Laboratoire Traitement et Communication de l’Information

Télécom Paris

Centre Inria de l'Université de Lorraine

Institut Mines-Télécom

Antoine Liutkus is an author at Centre National de la Recherche Scientifique specializing in engineering, signal processing, and speech processing.

Top concepts

EngineeringSignal ProcessingSpeech ProcessingData ScienceSpeech RecognitionSpeech SeparationMusicComputer ScienceAudio AnalysisHealth

Publications per year

2010–2021

39

Publications

39

Multichannel Audio Source Separation With Deep Neural Networks

Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent · IEEE/ACM Transactions on Audio Speech and Language Processing · 2016 · 290 citations · Full text

Source Separation, Deep Neural Networks, Engineering +13

Open-Unmix - A Reference Implementation for Music Source Separation

Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus et al. · The Journal of Open Source Software · 2019 · 261 citations · Full text

Imaging With Nature: Compressive Imaging Using a Multiply Scattering Medium

Antoine Liutkus, David Martina, Sébastien M. Popoff et al. · Scientific Reports · 2014 · 227 citations · Full text

Image Reconstruction, Multiply Scattering Medium, Compressive Sensing Leverages +20

Gaussian Processes for Underdetermined Source Separation

Antoine Liutkus, Roland Badeau, Gaël Richard · IEEE Transactions on Signal Processing · 2011 · 115 citations

Source Separation, Statistical Signal Processing, Gp Regression +12

An Overview of Lead and Accompaniment Separation in Music

Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2018 · 109 citations · Full text

Music, Source Separation, Computational Musicology +17

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