Alexey Ozerov - RankMe

72 papers B 2Misc 14Journal 22Unranked 33

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