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hal-01414179v2  Journal articles
Sharon GannotEmmanuel VincentShmulik Markovich-GolanAlexey Ozerov. A consolidated perspective on multi-microphone speech enhancement and source separation
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2017, 25 (4), pp.692-730. ⟨10.1109/TASLP.2016.2647702⟩
hal-03132940v1  Conference papers
Ondřej CífkaAlexey OzerovUmut ŞimşekliGael Richard. Self-Supervised VQ-VAE for One-Shot Music Style Transfer
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414235⟩
hal-01016314v1  Conference papers
Serap KırbızAlexey OzerovAntoine LiutkusLaurent Girin. Perceptual coding-based informed source separation
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
hal-01620341v1  Book sections
Slim EssidSanjeel ParekhNgoc DuongRomain SerizelAlexey Ozerov et al.  Multiview approaches to event detection and scene analysis
Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer, pp.243-276, 2017, 978-3319634494. ⟨10.1007/978-3-319-63450-0_9⟩
inria-00598734v1  Conference papers
Alexey OzerovEmmanuel Vincent. Using the FASST source separation toolbox for noise robust speech recognition
International Workshop on Machine Listening in Multisource Environments (CHiME 2011), Sep 2011, Florence, Italy
inria-00553355v1  Conference papers
Cédric FévotteAlexey Ozerov. Notes on nonnegative tensor factorization of the spectrogram for audio source separation : statistical insights and towards self-clustering of the spatial cues
7th International Symposium on Computer Music Modeling and Retrieval (CMMR 2010), Oct 2010, Málaga, Spain.
inria-00541436v1  Conference papers
Simon ArberetAlexey OzerovNgoc DuongEmmanuel VincentRémi Gribonval et al.  Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on, May 2010, Kuala Lumpur, Malaysia. pp.1--4, ⟨10.1109/ISSPA.2010.5605570⟩
inria-00564758v1  Conference papers
Alexey OzerovRémi GribonvalPierrick PhilippeFrédéric Bimbot. Séparation voix / musique à partir d'enregistrements mono : quelques remarques sur le choix et l'adaptation des modèles
XXe colloque GRETSI (traitement du signal et des images), 6-9 septembre 2005, Sep 2005, Louvain-la-Neuve, Belgique
inria-00564851v1  Conference papers
Alexey OzerovCédric FévotteRaphaël BlouetJean-Louis Durrieu. Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'11), May 2011, Prague, Czech Republic
inria-00544774v1  Journal articles
Alexey OzerovPierrick PhilippeFrédéric BimbotRémi Gribonval. Adaptation of Bayesian models for single channel source separation and its application to voice / music separation in popular songs
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, 15 (5), pp.1564--1578. ⟨10.1109/TASL.2007.899291⟩
inria-00553387v1  Conference papers
Shoko ArakiFabian J TheisGuide NolteDominik LutterAlexey Ozerov et al.  The 2010 Signal Separation Evaluation Campaign (SiSEC2010): - Biomedical source separation
9th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA'10), Sep 2010, St-Malo, France
hal-01631187v2  Book sections
Alexey OzerovCédric FévotteEmmanuel Vincent. An introduction to multichannel NMF for audio source separation
Audio Source Separation, Springer, 2018, Signals and Communication Technology
inria-00564491v1  Conference papers
Alexey OzerovPierrick PhilippeRémi GribonvalFrédéric Bimbot. One microphone singing voice separation using source-adapted models
Applications of Signal Processing to Audio and Acoustics, 2005. IEEE Workshop on, Oct 2005, Mohonk Mountain House, New Paltz, New York, United States. pp.90--93, ⟨10.1109/ASPAA.2005.1540176⟩
inria-00598742v1  Conference papers
Alexey OzerovMathieu LagrangeEmmanuel Vincent. GMM-based classification from noisy features
International Workshop on Machine Listening in Multisource Environments (CHiME 2011), Sep 2011, Florence, Italy
hal-00482287v1  Conference papers
Simon ArberetAlexey OzerovRémi GribonvalFrédéric Bimbot. Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation
International Conference on Independent Component Analysis and Blind Source Separation (ICA), Mar 2009, Paraty, Brazil. pp. 751 - 758
inria-00610526v1  Conference papers
Alexey OzerovAntoine LiutkusRoland BadeauGael 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
hal-00709826v1  Conference papers
Mathieu LagrangeAlexey OzerovEmmanuel Vincent. Robust singer identification in polyphonic music using melody enhancement and uncertainty-based learning
13th International Society for Music Information Retrieval Conference (ISMIR), Oct 2012, Porto, Portugal