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81

Antoine Liutkus


Journal articles12 documents

Conference papers54 documents

  • Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. ICASSP 2019 - International Conference on Acoustics Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩. ⟨hal-02005106⟩
  • Antoine Liutkus, Umut Imşekli, Szymon Majewski, Alain Durmus, Fabian Robert-Stöter. Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. International Conference on Machine Learning, Jun 2019, Long Beach, California, United States. ⟨hal-02191302⟩
  • Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, et al.. Alpha-stable low-rank plus residual decomposition for speech enhancement. ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩. ⟨hal-01714909⟩
  • Nicolas Keriven, Antoine Deleforge, Antoine Liutkus. Blind Source Separation Using Mixtures of Alpha-Stable Distributions. ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.771-775, ⟨10.1109/ICASSP.2018.8462095⟩. ⟨hal-01633215v3⟩
  • Diego Di Carlo, Antoine Liutkus, Ken Déguernel. Interference reduction on full-length live recordings. ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.736-740, ⟨10.1109/ICASSP.2018.8462621⟩. ⟨hal-01713889⟩
  • Antoine Liutkus, Christian Rohlfing, Antoine Deleforge. Audio source separation with magnitude priors: the BEADS model. ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.56-60, ⟨10.1109/ICASSP.2018.8462515⟩. ⟨hal-01713886v2⟩
  • Fabian Robert-Stöter, Antoine Liutkus, Nobutaka Ito. The 2018 Signal Separation Evaluation Campaign. LVA/ICA: Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.293-305, ⟨10.1007/978-3-319-93764-9_28⟩. ⟨lirmm-01766791v2⟩
  • Dominic Ward, Russel D. Mason, Chungeun Kim, Fabian Robert-Stöter, Antoine Liutkus, et al.. SiSEC 2018: State of the art in musical audio source separation - subjective selection of the best algorithm. WIMP: Workshop on Intelligent Music Production, Sep 2018, Huddersfield, United Kingdom. ⟨hal-01945362⟩
  • Mathieu Fontaine, Fabian Robert-Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, et al.. Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA: Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩. ⟨lirmm-01766795⟩
  • Paul Magron, Roland Badeau, Antoine Liutkus. Lévy NMF : un modèle robuste de séparation de sources non-négatives. Colloque GRETSI, Sep 2017, Juan-Les-Pins, France. ⟨hal-01540484⟩
  • Diego Di Carlo, Ken Déguernel, Antoine Liutkus. Gaussian framework for interference reduction in live recordings. AES International Conference on Semantic Audio, Jun 2017, Erlangen, Germany. ⟨hal-01515971⟩
  • Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. ⟨hal-01548508⟩
  • Paul Magron, Roland Badeau, Antoine Liutkus. Lévy NMF for Robust Nonnegative Source Separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017), IEEE, Oct 2017, New Paltz, NY, United States. ⟨hal-01548488⟩
  • Antoine Liutkus, Kazuyoshi Yoshii. A diagonal plus low-rank covariance model for computationally efficient source separation. IEEE international workshop on machine learning for signal processing (MLSP), Sep 2017, Tokyo, Japan. ⟨hal-01580733⟩
  • Christian Rohlfing, Jeremy Cohen, Antoine Liutkus. Very Low Bitrate Spatial Audio Coding with Dimensionality Reduction. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. ⟨hal-01515954⟩
  • Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard. Alpha-Stable Multichannel Audio Source Separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States. ⟨hal-01416366⟩
  • Fatemeh Pishdadian, Bryan Pardo, Antoine Liutkus. A multi-resolution approach to common fate-based audio separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. ⟨hal-01515951⟩
  • Christian Rohlfing, Antoine Liutkus, Julian Becker. Quantization-aware Parameter Estimation for Audio Upmixing. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. ⟨hal-01515955⟩
  • Derry Fitzgerald, Zafar Rafii, Antoine Liutkus. User Assisted Separation of Repeating Patterns in Time and Frequency using Magnitude Projections. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. ⟨hal-01515956⟩
  • Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau. Sketching for nearfield acoustic imaging of heavy-tailed sources. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.80-88, ⟨10.1007/978-3-319-53547-0_8⟩. ⟨hal-01401988⟩
  • Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau. Scalable Source Localization with Multichannel Alpha-Stable Distributions. 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15. ⟨hal-01531252⟩
  • Antoine Liutkus, Fabian Robert-Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, et al.. The 2016 Signal Separation Evaluation Campaign. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.323 - 332, ⟨10.1007/978-3-319-53547-0_31⟩. ⟨hal-01472932⟩
  • Derry Fitzgerald, Antoine Liutkus, Roland Badeau. PROJET - Spatial Audio Separation Using Projections. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. ⟨hal-01248014⟩
  • Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent. Multichannel Music Separation with Deep Neural Networks. European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, Hungary. pp.1748-1752. ⟨hal-01334614v2⟩
  • Andrew Simpson, Gerard Roma, Emad Grais, Russell Mason, Chris Hummersone, et al.. Evaluation of Audio Source Separation Models Using Hypothesis-Driven Non-Parametric Statistical Methods. European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. ⟨hal-01410176⟩
  • Fabian Robert-Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron. Common Fate Model for Unison source Separation. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. ⟨hal-01248012⟩
  • Nobutaka Ono, Zafar Rafii, Daichi Kitamura, Nobutaka Ito, Antoine Liutkus. The 2015 Signal Separation Evaluation Campaign. International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, France. pp.387-395, ⟨10.1007/978-3-319-22482-4_45⟩. ⟨hal-01188725⟩
  • Antoine Liutkus, Derry Fitzgerald, Roland Badeau. Cauchy Nonnegative Matrix Factorization. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. ⟨hal-01170924⟩
  • Antoine Liutkus, Derry Fitzgerald, Zafar Rafii. Scalable audio separation with light kernel additive modelling. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2015, Brisbane, Australia. ⟨hal-01114890v2⟩
  • Antoine Liutkus, Temiloluwa Olubanjo, Elliot Moore, Maysam Ghovanloo. Source Separation for Target Enhancement of Food Intake Acoustics from Noisy Recordings. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, NY, United States. ⟨hal-01174886⟩
  • Antoine Liutkus, Roland Badeau. Generalized Wiener filtering with fractional power spectrograms. 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨hal-01110028v2⟩
  • Antoine Liutkus, Umut Şimşekli, Taylan Cemgil. Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic. ⟨hal-01170932⟩
  • Zafar Rafii, Antoine Liutkus, Bryan Pardo. A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, France. ⟨hal-01116689⟩
  • Thomas Prätzlich, Rachel Bittner, Antoine Liutkus, Meinard Müller. Kernel additive modeling for interference reduction in multi-channel music recordings. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨hal-01116686v2⟩
  • Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andrés Morales Cordovilla, Siddharth Dalmia, et al.. Robust ASR using neural network based speech enhancement and feature simulation. 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015), Dec 2015, Arizona, United States. ⟨hal-01204553⟩
  • Julie Beliao, Antoine Liutkus. OOPS: une approche orientée objet pour l'interrogation et l'analyse linguistique de l'interface prosodie/syntaxe/discours. 4e Congrès Mondial de Linguistique Française, Jul 2014, Berlin, Allemagne. pp.2565-2581, ⟨10.1051/shsconf/20140801273⟩. ⟨hal-01053422⟩
  • Serap Kırbız, Alexey Ozerov, Antoine Liutkus, Laurent Girin. Perceptual coding-based informed source separation. 22nd European Signal Processing Conference (EUSIPCO-2014), Sep 2014, Lisbonne, Portugal. ⟨hal-01016314⟩
  • Antoine Liutkus, Zafar Rafii, Bryan Pardo, Derry Fitzgerald, Laurent Daudet. Kernel Spectrogram models for source separation. HSCMA, May 2014, Nancy, France. ⟨hal-00959384v4⟩
  • Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet. Compressed sensing under strong noise. Application to imaging through multiply scattering media. European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. ⟨hal-01074786⟩
  • Derry Fitzgerald, Antoine Liutkus, Zafar Rafii, Bryan Pardo, Laurent Daudet. Harmonic/Percussive Separation Using Kernel Additive Modelling. IET Irish Signals & Systems Conference 2014, Jun 2014, Limerick, Ireland. ⟨hal-01000001v2⟩
  • Shuhua Zhang, Laurent Girin, Antoine Liutkus. Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. pp.61-65, ⟨10.1109/ICASSP.2013.6637609⟩. ⟨hal-00940328⟩
  • Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Non-negative matrix factorization for single-channel EEG artifact rejection. ICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩. ⟨hal-00958775⟩
  • Antoine Liutkus, Roland Badeau, Gaël Richard. Low bitrate informed source separation of realistic mixtures. ICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩. ⟨hal-00945299⟩
  • Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection. MLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩. ⟨hal-00959103⟩
  • Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gaël Richard. An overview of informed audio source separation. WIAMIS, 2013, Paris, France. pp.1-4, ⟨10.1109/WIAMIS.2013.6616139⟩. ⟨hal-00958661⟩
  • Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard. Spatial coding-based informed source separation. 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. ⟨hal-00869618⟩
  • Benoît Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard. Probabilistic model for main melody extraction using constant-Q transform. 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. pp.5357--5360. ⟨hal-00945290⟩
  • Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard. Adaptive filtering for music/voice separation exploiting the repeating musical structure. 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP'12, 2012, Kyoto, Japan. pp.53--56, ⟨10.1109/ICASSP.2012.6287815⟩. ⟨hal-00945300⟩
  • Nicolas Sturmel, Antoine Liutkus, Jonathan Pinel, Laurent Girin, Sylvain Marchand, et al.. Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions. 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594. ⟨hal-00790783⟩
  • Sylvain Marchand, Roland Badeau, Cléo Baras, Laurent Daudet, Dominique Fourer, et al.. DReaM: A Novel System for Joint Source Separation and Multi-Track Coding. 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers. ⟨hal-00809503⟩
  • Antoine Liutkus, Roland Badeau, Gaël Richard. Multidimensional Signal Separation with Gaussian Processes. Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.401-404, ⟨10.1109/SSP.2011.5967715⟩. ⟨hal-00643944⟩
  • Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Informed source separation: source coding meets source separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), Oct 2011, Mohonk, NY, United States. ⟨inria-00610526⟩
  • Antoine Liutkus, Pierre Leveau. Separation of Music+Effects sound track from several international versions of the same movie. AES 128th Convention, May 2010, London, United Kingdom. ⟨hal-00959108⟩
  • Antoine Liutkus, Roland Badeau, Gaël Richard. Informed Source Separation Using Latent Components. Latent Variable Analysis and Signal Separation, 2010, Saint Malo, France. pp.498--505, ⟨10.1007/978-3-642-15995-4_62⟩. ⟨hal-00945298⟩

Book sections3 documents

Other publications2 documents

  • Zafar Rafii, Antoine Liutkus, Fabian Robert-Stöter, Stylianos Ioannis Mimilakis, Rachel Bittner. MUSDB18 - a corpus for music separation. 2017, ⟨10.5281/zenodo.1117371⟩. ⟨hal-02190845⟩
  • Laurent Girin, Antoine Liutkus, Gaël Richard, Roland Badeau. Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant. 2010. ⟨hal-00945254⟩

Preprints, Working Papers, ...1 document

  • Julie Beliao, Antoine Liutkus. Rapport technique provisoire des algorithmes utilisés pour le parsing d'un corpus de français oral. 2012. 〈halshs-00682283〉

Reports7 documents

  • Baptiste Caramiaux, Fabien Lotte, Joost Geurts, Giuseppe Amato, Malte Behrmann, et al.. AI in the media and creative industries. [Research Report] New European Media (NEM). 2019, pp.1-35. ⟨hal-02125504⟩
  • Paul Magron, Roland Badeau, Antoine Liutkus. Generalized Wiener filtering for positive alpha-stable random variables. [Research Report] 2016D000, Télécom ParisTech. 2016. ⟨hal-01340797⟩
  • Manuel Moussallam, Antoine Liutkus, Laurent Daudet. Listening to features. [Research Report] Institut Langevin, ESPCI - CNRS - Paris Diderot University - UPMC. 2015, pp.24. ⟨hal-01118307⟩
  • Antoine Liutkus. Scale-Space Peak Picking. [Research Report] Inria Nancy - Grand Est (Villers-lès-Nancy, France). 2015. ⟨hal-01103123v2⟩
  • Roland Badeau, Antoine Liutkus. Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables. 2014. ⟨hal-01069612⟩
  • Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard. Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach. [Research Report] 2012, pp.18. ⟨hal-00734022v3⟩
  • Antoine Liutkus, Angélique Drémeau, Dimitrios Alexiadis, Slim Essid, Petros Daras. Analysis of dance movements using Gaussian processes. [Research Report] 2012, pp.10. ⟨hal-00718791v2⟩

Theses1 document

Software1 document