Alexey Ozerov
Orcid: 0000-0003-4834-5166
According to our database1,
Alexey Ozerov
authored at least 66 papers
between 2007 and 2022.
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Bibliography
2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
IEEE J. Sel. Top. Signal Process., 2021
IEEE J. Sel. Top. Signal Process., 2021
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Inplace knowledge distillation with teacher assistant for improved training of flexible deep neural networks.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
2019
Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019
Contributions in Audio Modeling for Solving Inverse Problems: Source Separation, Compression and Inpainting.
, 2019
2018
IEEE Trans. Signal Process., 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017
A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Acoustic Scene Classification: An evaluation of an extremely compact feature representation.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016
2015
Text-Informed Audio Source Separation. Example-Based Approach Using Non-Negative Matrix Partial Co-Factorization.
J. Signal Process. Syst., 2015
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015
Relative group sparsity for non-negative matrix factorization with application to on-the-fly audio source separation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Temporal annotation-based audio source separation using weighted nonnegative matrix factorization.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014
An interactive audio source separation framework based on non-negative matrix factorization.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Trans. Speech Audio Process., 2013
Comput. Speech Lang., 2013
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013
Text-informed audio source separation using nonnegative matrix partial co-factorization.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
A General Flexible Framework for the Handling of Prior Information in Audio Source Separation.
IEEE Trans. Speech Audio Process., 2012
The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges.
Signal Process., 2012
Multi-source TDOA estimation in reverberant audio using angular spectra and clustering.
Signal Process., 2012
A tractable framework for estimating and combining spectral source models for audio source separation.
Signal Process., 2012
Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011
Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation.
IEEE Trans. Speech Audio Process., 2010
Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation.
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Biomedical Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Notes on Nonnegative Tensor Factorization of the Spectrogram for Audio Source Separation: Statistical Insights and Towards Self-Clustering of the Spatial Cues.
Proceedings of the Exploring Music Contents - 7th International Symposium, 2010
2009
Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation.
Proceedings of the IEEE International Conference on Acoustics, 2009
Main instrument separation from stereophonic audio signals using a source/filter model.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Single channel source separation using static and dynamic features in the power domain.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs.
IEEE Trans. Speech Audio Process., 2007