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Alexey Ozerov
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2020 – today
- 2022
- [c49]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 - 2021
- [j16]Pavel Rajmic
, Nancy Bertin, Valentin Emiya, Nicki Holighaus
Editorial: Reconstruction of Audio From Incomplete or Highly Degraded Observations. IEEE J. Sel. Top. Signal Process. 15(1): 2-4 (2021) - [j15]Pavel Záviska
A Survey and an Extensive Evaluation of Popular Audio Declipping Methods. IEEE J. Sel. Top. Signal Process. 15(1): 5-24 (2021) - [c48]Alexey Ozerov, Ngoc Q. K. Duong:
Inplace knowledge distillation with teacher assistant for improved training of flexible deep neural networks. EUSIPCO 2021: 1356-1360 - [c47]Ondrej Cífka
Self-Supervised VQ-VAE for One-Shot Music Style Transfer. ICASSP 2021: 96-100 - [c46]Filareti Tsalakanidou
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications. AIAI 2021: 81-93 - [c45]Giorgia Cantisani
User-Guided One-Shot Deep Model Adaptation for Music Source Separation. WASPAA 2021: 111-115 - [i6]Ondrej Cífka
Self-Supervised VQ-VAE For One-Shot Music Style Transfer. CoRR abs/2102.05749 (2021) - [i5]Alexey Ozerov, Anne Lambert, Suresh Kirthi Kumaraswamy:
ParaDiS: Parallelly Distributable Slimmable Neural Networks. CoRR abs/2110.02724 (2021) - 2020
- [j14]Sanjeel Parekh
Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 28: 416-428 (2020) - [i4]Pavel Záviska, Pavel Rajmic, Alexey Ozerov, Lucas Rencker:
A survey and an extensive evaluation of popular audio declipping methods. CoRR abs/2007.07663 (2020)
2010 – 2019
- 2019
- [b1]Alexey Ozerov:
Contributions in Audio Modeling for Solving Inverse Problems: Source Separation, Compression and Inpainting. University of Rennes 1, France, 2019 - [c44]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: 268-272 - 2018
- [j13]Cagdas Bilen
Solving Time-Domain Audio Inverse Problems Using Nonnegative Tensor Factorization. IEEE Trans. Signal Process. 66(21): 5604-5617 (2018) - [c43]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: 2518-2519 - [c42]Eric Grinstein, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez:
Audio Style Transfer. ICASSP 2018: 586-590 - [i3]Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard:
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CoRR abs/1804.07345 (2018) - [i2]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 abs/1811.04000 (2018) - 2017
- [j12]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): 261-272 (2017) - [j11]Sharon Gannot
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 25(4): 692-730 (2017) - [c41]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: 121-130 - [c40]Gilles Puy, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez:
Informed source separation via compressive graph signal sampling. ICASSP 2017: 1-5 - [c39]Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard:
Motion informed audio source separation. ICASSP 2017: 6-10 - [c38]Alexey Ozerov, Srdan Kitic, Patrick Pérez:
A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization. MLSP 2017: 1-6 - [c37]Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard:
Guiding audio source separation by video object information. WASPAA 2017: 61-65 - [i1]Eric Grinstein, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez:
Audio style transfer. CoRR abs/1710.11385 (2017) - 2016
- [c36]Gustavo Sena Mafra, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez:
Acoustic Scene Classification: An evaluation of an extremely compact feature representation. DCASE 2016: 85-89 - [c35]Pierre Prablanc, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez:
Text-informed speech inpainting via voice conversion. EUSIPCO 2016: 878-882 - [c34]Cagdas Bilen, Alexey Ozerov, Patrick Pérez:
Automatic allocation of NTF components for user-guided audio source separation. ICASSP 2016: 484-488 - [c33]Alexey Ozerov, Cagdas Bilen, Patrick Pérez:
Multichannel audio declipping. ICASSP 2016: 659-663 - 2015
- [j10]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): 117-131 (2015) - [c32]Vignesh Srinivasan, Frédéric Lefèbvre, Alexey Ozerov:
Shot aggregating strategy for near-duplicate video retrieval. EUSIPCO 2015: 1825-1829 - [c31]Çagdas Bilen, Alexey Ozerov, Patrick Pérez:
Joint Audio Inpainting and Source Separation. LVA/ICA 2015: 251-258 - [c30]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: 256-260 - [c29]Cagdas Bilen, Alexey Ozerov, Patrick Pérez:
Audio declipping via nonnegative matrix factorization. WASPAA 2015: 1-5 - [c28]Cagdas Bilen, Alexey Ozerov, Patrick Pérez:
Compressive sampling-based informed source separation. WASPAA 2015: 1-5 - 2014
- [c27]Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin:
Perceptual coding-based Informed Source Separation. EUSIPCO 2014: 959-963 - [c26]Ngoc Q. K. Duong, Alexey Ozerov, Louis Chevallier, Joel Sirot:
An interactive audio source separation framework based on non-negative matrix factorization. ICASSP 2014: 1567-1571 - [c25]Ngoc Q. K. Duong, Alexey Ozerov, Louis Chevallier:
Temporal annotation-based audio source separation using weighted nonnegative matrix factorization. ICCE-Berlin 2014: 220-224 - [c24]Dalia El Badawy, Ngoc Q. K. Duong, Alexey Ozerov:
On-the-fly audio source separation. MLSP 2014: 1-6 - 2013
- [j9]Alexey Ozerov, Mathieu Lagrange, Emmanuel Vincent:
Uncertainty-based learning of acoustic models from noisy data. Comput. Speech Lang. 27(3): 874-894 (2013) - [j8]Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard:
Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. 21(8): 1699-1712 (2013) - [c23]Roland Badeau, Alexey Ozerov:
Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain. EUSIPCO 2013: 1-5 - [c22]Ashish Bagri, Franck Thudor, Alexey Ozerov, Pierre Hellier:
A scalable framework for joint clustering and synchronizing multi-camera videos. EUSIPCO 2013: 1-5 - [c21]Alexey Ozerov, Jean-Ronan Vigouroux, Louis Chevallier, Patrick Pérez:
On evaluating face tracks in movies. ICIP 2013: 3003-3007 - [c20]Luc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong:
Text-informed audio source separation using nonnegative matrix partial co-factorization. MLSP 2013: 1-6 - [c19]Louis Chevallier, Jean-Ronan Vigouroux, Alix Goguey
Facial Landmarks Localization Estimation by Cascaded Boosted Regression. VISIGRAPP (Selected Papers) 2013: 103-115 - [c18]Louis Chevallier, Jean-Ronan Vigouroux, Alix Goguey, Alexey Ozerov:
Facial Landmarks Localization Estimation by Cascaded Boosted Regression. VISAPP (1) 2013: 513-519 - 2012
- [j7]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): 1886-1901 (2012) - [j6]Emmanuel Vincent, Shoko Araki
The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges. Signal Process. 92(8): 1928-1936 (2012) - [j5]Charles Blandin, Alexey Ozerov, Emmanuel Vincent:
Multi-source TDOA estimation in reverberant audio using angular spectra and clustering. Signal Process. 92(8): 1950-1960 (2012) - [j4]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): 1118-1133 (2012) - [c17]Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard:
Spatial coding-based Informed Source Separation. EUSIPCO 2012: 2407-2411 - [c16]Minyue Li, Janusz Klejsa, Alexey Ozerov, W. Bastiaan Kleijn
Audio codingwith power spectral density preserving quantization. ICASSP 2012: 413-416 - [c15]Mathieu Lagrange, Alexey Ozerov, Emmanuel Vincent:
Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning. ISMIR 2012: 595-600 - 2011
- [j3]Alexey Ozerov, W. Bastiaan Kleijn
Asymptotically Optimal Model Estimation for Quantization. IEEE Trans. Commun. 59(4): 1031-1042 (2011) - [c14]Alexey Ozerov, Cédric Févotte, Raphaël Blouet, Jean-Louis Durrieu:
Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation. ICASSP 2011: 257-260 - [c13]Charles Blandin, Emmanuel Vincent, Alexey Ozerov:
Multi-source TDOA estimation using SNR-based angular spectra. ICASSP 2011: 2616-2619 - [c12]Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard:
Informed source separation: Source coding meets source separation. WASPAA 2011: 257-260 - 2010
- [j2]Alexey Ozerov, Cédric Févotte:
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation. IEEE Trans. Speech Audio Process. 18(3): 550-563 (2010) - [c11]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: 102-115 - [c10]Alexey Ozerov, Emmanuel Vincent, Frédéric Bimbot:
A General Modular Framework for Audio Source Separation. LVA/ICA 2010: 33-40 - [c9]Shoko Araki
The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio Source Separation. LVA/ICA 2010: 114-122 - [c8]Shoko Araki
The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Biomedical Source Separation. LVA/ICA 2010: 123-130 - [c7]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: 1-4
2000 – 2009
- 2009
- [c6]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: 15-19 - [c5]Alexey Ozerov, W. Bastiaan Kleijn
Optimal parameter estimation for model-based quantization. ICASSP 2009: 2497-2500 - [c4]Alexey Ozerov, Cédric Févotte:
Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation. ICASSP 2009: 3137-3140 - [c3]Simon Arberet, Alexey Ozerov, Rémi Gribonval, Frédéric Bimbot:
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation. ICA 2009: 751-758 - [c2]Alexey Ozerov, Cédric Févotte, Maurice Charbit:
Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation. WASPAA 2009: 121-124 - 2008
- [c1]Ilyas Potamitis, Alexey Ozerov:
Single channel source separation using static and dynamic features in the power domain. EUSIPCO 2008: 1-5 - 2007
- [j1]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): 1564-1578 (2007)
Coauthor Index
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