Alexey Ozerov

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 35

Top Topics

Scene Classification

Weakly Supervised

Negative Matrix Factorization

Video Collections

Top Venues

Publications

Suresh Kirthi Kumaraswamy, Alexey Ozerov, Ngoc Q. K. Duong, Anne Lambert, François Schnitzler, Patrick Fontaine
Feature Compression Using Dynamic Switches in Multi-split CNNs. ESANN (2022)
Pavel Rajmic, Nancy Bertin, Valentin Emiya, Nicki Holighaus, Alexey Ozerov
Editorial: Reconstruction of Audio From Incomplete or Highly Degraded Observations. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Ondrej Cífka, Alexey Ozerov, Umut Simsekli, Gaël Richard
Self-Supervised VQ-VAE for One-Shot Music Style Transfer. ICASSP (2021)
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gaël Richard
User-Guided One-Shot Deep Model Adaptation for Music Source Separation. WASPAA (2021)
Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse de Vos, Philo van Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, François Schnitzler, Artur Garcia-Sáez, Georgios N. Yannakakis, Antonios Liapis, Georgi Kostadinov
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications. AIAI (2021)
Ondrej Cífka, Alexey Ozerov, Umut Simsekli, Gaël Richard
Self-Supervised VQ-VAE For One-Shot Music Style Transfer. CoRR (2021)
Pavel Záviska, Pavel Rajmic, Alexey Ozerov, Lucas Rencker
A Survey and an Extensive Evaluation of Popular Audio Declipping Methods. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Alexey Ozerov, Anne Lambert, Suresh Kirthi Kumaraswamy
ParaDiS: Parallelly Distributable Slimmable Neural Networks. CoRR (2021)
Alexey Ozerov, Ngoc Q. K. Duong
Inplace knowledge distillation with teacher assistant for improved training of flexible deep neural networks. EUSIPCO (2021)
Pavel Záviska, Pavel Rajmic, Alexey Ozerov, Lucas Rencker
A survey and an extensive evaluation of popular audio declipping methods. CoRR (2020)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision. WASPAA (2019)
Cagdas Bilen, Alexey Ozerov, Patrick Pérez
Solving Time-Domain Audio Inverse Problems Using Nonnegative Tensor Factorization. IEEE Trans. Signal Process. 66 (21) (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CVPR Workshops (2018)
Eric Grinstein, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez
Audio Style Transfer. ICASSP (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CoRR (2018)
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision. CoRR (2018)
Sharon Gannot, Emmanuel Vincent, Shmulik Markovich Golan, Alexey Ozerov
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (2017)
Alexey Ozerov, Srdan Kitic, Patrick Pérez
A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization. MLSP (2017)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Motion informed audio source separation. ICASSP (2017)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Guiding audio source separation by video object information. WASPAA (2017)
Gilles Puy, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez
Informed source separation via compressive graph signal sampling. ICASSP (2017)
Eric Grinstein, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez
Audio style transfer. CoRR (2017)
Ngoc Q. K. Duong, Pierre Berthet, Sidkieta Zabre, Michel Kerdranvat, Alexey Ozerov, Louis Chevallier
Audio Zoom for Smartphones Based on Multiple Adaptive Beamformers. LVA/ICA (2017)
Dalia El Badawy, Ngoc Q. K. Duong, Alexey Ozerov
On-the-Fly Audio Source Separation - A Novel User-Friendly Framework. IEEE ACM Trans. Audio Speech Lang. Process. 25 (2) (2017)
Pierre Prablanc, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez
Text-informed speech inpainting via voice conversion. EUSIPCO (2016)
Cagdas Bilen, Alexey Ozerov, Patrick Pérez
Automatic allocation of NTF components for user-guided audio source separation. ICASSP (2016)
Alexey Ozerov, Cagdas Bilen, Patrick Pérez
Multichannel audio declipping. ICASSP (2016)
Gustavo Sena Mafra, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez
Acoustic Scene Classification: An evaluation of an extremely compact feature representation. DCASE (2016)
Cagdas Bilen, Alexey Ozerov, Patrick Pérez
Compressive sampling-based informed source separation. WASPAA (2015)
Luc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong
Text-Informed Audio Source Separation. Example-Based Approach Using Non-Negative Matrix Partial Co-Factorization. J. Signal Process. Syst. 79 (2) (2015)
Çagdas Bilen, Alexey Ozerov, Patrick Pérez
Joint Audio Inpainting and Source Separation. LVA/ICA (2015)
Cagdas Bilen, Alexey Ozerov, Patrick Pérez
Audio declipping via nonnegative matrix factorization. WASPAA (2015)
Vignesh Srinivasan, Frédéric Lefèbvre, Alexey Ozerov
Shot aggregating strategy for near-duplicate video retrieval. EUSIPCO (2015)
Dalia El Badawy, Alexey Ozerov, Ngoc Q. K. Duong
Relative group sparsity for non-negative matrix factorization with application to on-the-fly audio source separation. ICASSP (2015)
Ngoc Q. K. Duong, Alexey Ozerov, Louis Chevallier
Temporal annotation-based audio source separation using weighted nonnegative matrix factorization. ICCE-Berlin (2014)
Dalia El Badawy, Ngoc Q. K. Duong, Alexey Ozerov
On-the-fly audio source separation. MLSP (2014)
Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin
Perceptual coding-based Informed Source Separation. EUSIPCO (2014)
Ngoc Q. K. Duong, Alexey Ozerov, Louis Chevallier, Joel Sirot
An interactive audio source separation framework based on non-negative matrix factorization. ICASSP (2014)
Alexey Ozerov, Mathieu Lagrange, Emmanuel Vincent
Uncertainty-based learning of acoustic models from noisy data. Comput. Speech Lang. 27 (3) (2013)
Ashish Bagri, Franck Thudor, Alexey Ozerov, Pierre Hellier
A scalable framework for joint clustering and synchronizing multi-camera videos. EUSIPCO (2013)
Alexey Ozerov, Jean-Ronan Vigouroux, Louis Chevallier, Patrick Pérez
On evaluating face tracks in movies. ICIP (2013)
Louis Chevallier, Jean-Ronan Vigouroux, Alix Goguey, Alexey Ozerov
Facial Landmarks Localization Estimation by Cascaded Boosted Regression. VISIGRAPP (Selected Papers) (2013)
Luc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong
Text-informed audio source separation using nonnegative matrix partial co-factorization. MLSP (2013)
Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. 21 (8) (2013)
Roland Badeau, Alexey Ozerov
Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain. EUSIPCO (2013)
Louis Chevallier, Jean-Ronan Vigouroux, Alix Goguey, Alexey Ozerov
Facial Landmarks Localization Estimation by Cascaded Boosted Regression. VISAPP (1) (2013)
Simon Arberet, Alexey Ozerov, Frédéric Bimbot, Rémi Gribonval
A tractable framework for estimating and combining spectral source models for audio source separation. Signal Process. 92 (8) (2012)
Minyue Li, Janusz Klejsa, Alexey Ozerov, W. Bastiaan Kleijn
Audio codingwith power spectral density preserving quantization. ICASSP (2012)
Mathieu Lagrange, Alexey Ozerov, Emmanuel Vincent
Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning. ISMIR (2012)
Emmanuel Vincent, Shoko Araki, Fabian J. Theis, Guido Nolte, Pau Bofill, Hiroshi Sawada, Alexey Ozerov, Vikrham Gowreesunker, Dominik Lutter, Ngoc Q. K. Duong
The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges. Signal Process. 92 (8) (2012)
Charles Blandin, Alexey Ozerov, Emmanuel Vincent
Multi-source TDOA estimation in reverberant audio using angular spectra and clustering. Signal Process. 92 (8) (2012)
Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard
Spatial coding-based Informed Source Separation. EUSIPCO (2012)
Alexey Ozerov, Emmanuel Vincent, Frédéric Bimbot
A General Flexible Framework for the Handling of Prior Information in Audio Source Separation. IEEE Trans. Speech Audio Process. 20 (4) (2012)
Alexey Ozerov, Cédric Févotte, Raphaël Blouet, Jean-Louis Durrieu
Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation. ICASSP (2011)
Alexey Ozerov, W. Bastiaan Kleijn
Asymptotically Optimal Model Estimation for Quantization. IEEE Trans. Commun. 59 (4) (2011)
Charles Blandin, Emmanuel Vincent, Alexey Ozerov
Multi-source TDOA estimation using SNR-based angular spectra. ICASSP (2011)
Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
Informed source separation: Source coding meets source separation. WASPAA (2011)
Cédric Févotte, Alexey Ozerov
Notes on Nonnegative Tensor Factorization of the Spectrogram for Audio Source Separation: Statistical Insights and Towards Self-Clustering of the Spatial Cues. CMMR (2010)
Simon Arberet, Alexey Ozerov, Ngoc Q. K. Duong, Emmanuel Vincent, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst
Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation. ISSPA (2010)
Alexey Ozerov, Cédric Févotte
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation. IEEE Trans. Speech Audio Process. 18 (3) (2010)
Shoko Araki, Fabian J. Theis, Guido Nolte, Dominik Lutter, Alexey Ozerov, Vikrham Gowreesunker, Hiroshi Sawada, Ngoc Q. K. Duong
The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Biomedical Source Separation. LVA/ICA (2010)
Shoko Araki, Alexey Ozerov, Vikrham Gowreesunker, Hiroshi Sawada, Fabian J. Theis, Guido Nolte, Dominik Lutter, Ngoc Q. K. Duong
The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio Source Separation. LVA/ICA (2010)
Alexey Ozerov, Emmanuel Vincent, Frédéric Bimbot
A General Modular Framework for Audio Source Separation. LVA/ICA (2010)
Jean-Louis Durrieu, Alexey Ozerov, Cédric Févotte, Gaël Richard, Bertrand David
Main instrument separation from stereophonic audio signals using a source/filter model. EUSIPCO (2009)
Simon Arberet, Alexey Ozerov, Rémi Gribonval, Frédéric Bimbot
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation. ICA (2009)
Alexey Ozerov, Cédric Févotte
Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation. ICASSP (2009)
Alexey Ozerov, W. Bastiaan Kleijn
Optimal parameter estimation for model-based quantization. ICASSP (2009)
Alexey Ozerov, Cédric Févotte, Maurice Charbit
Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation. WASPAA (2009)
Ilyas Potamitis, Alexey Ozerov
Single channel source separation using static and dynamic features in the power domain. EUSIPCO (2008)
Alexey Ozerov, Pierrick Philippe, Frédéric Bimbot, Rémi Gribonval
Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs. IEEE Trans. Speech Audio Process. 15 (5) (2007)