Mostafa Sadeghi

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Citations	566	409
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Massoud Babaie-ZadehSharif University of TechnologyVerified email at sharif.edu
Christian JuttenEmeritus Prof. of Statistical Signal Processing, Univ. Grenoble Alpes, Institut Universitaire deVerified email at gipsa-lab.fr
Xavier Alameda-PinedaResearch Scientist, Leader of the RobotLearn Team, InriaVerified email at inria.fr
Radu Patrice HoraudEmeritus (since October 2022) at Inria GrenobleVerified email at inria.fr
Saikat ChatterjeeKTH - Royal Institute of TechnologyVerified email at kth.se
Mikael SkoglundKTH Royal Institute of TechnologyVerified email at kth.se
Fateme GhayemPostdoctoral Research Fellow, Inria, Mind teamVerified email at inria.fr
Partha P MitraCrick-Clay Professor of Biomathematics, Cold Spring Harbor LaboratoryVerified email at cshl.edu
Alireza JavidPh.D.from KTH Royal Institute of TechnologyVerified email at kth.se
Girin LaurentProfesseur, Grenoble-INPVerified email at grenoble-inp.fr
Simon LeglaiveCentraleSupélec - IETR (UMR CNRS 6164)Verified email at centralesupelec.fr
Sajjad AminiAssistant Professor, Sharif University of TechnologyVerified email at sharif.edu
Nazanin RahnavardUniversity of Central FloridaVerified email at eecs.ucf.edu
Viet NguyenUniversity of TrentoVerified email at studenti.unitn.it
Elisa RicciUniversity of Trento & Fondazione Bruno KesslerVerified email at unitn.it
romain serizelAssociate professor, Université de Lorraine, LORIAVerified email at serizel.net
Bo WahlbergProfessor Automatic Control, KTH Royal Institute of TechnologyVerified email at kth.se
Cristian R. RojasProfessor, Division of Decision and Control Systems, KTH Royal Institute of TechnologyVerified email at kth.se

Mostafa Sadeghi

Inria

Verified email at inria.fr - Homepage

deep generative models probabilistic machine learning audio-visual speech enhancement local/global optimization


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Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating M Sadeghi, M Babaie-Zadeh, C Jutten IEEE Transactions on Signal Processing 62 (4), 883-891, 2014	121	2014
Dictionary Learning for Sparse Representation: A Novel Approach M Sadeghi, M Babaie-Zadeh, C Jutten IEEE Signal Processing Letters 20 (12), 1195-1198, 2013	103	2013
Audio-visual speech enhancement using conditional variational auto-encoders M Sadeghi, S Leglaive, X Alameda-Pineda, L Girin, R Horaud IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1788-1800, 2020	59	2020
Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation M Sadeghi, M Babaie-Zadeh IEEE Transactions on Signal Processing 64 (21), 5536-5548, 2016	33	2016
Progressive learning for systematic design of large neural networks S Chatterjee, AM Javid, M Sadeghi, PP Mitra, M Skoglund arXiv preprint arXiv:1710.08177, 2017	32	2017
Sparse signal recovery using iterative proximal projection F Ghayem, M Sadeghi, M Babaie-Zadeh, S Chatterjee, M Skoglund, ... IEEE Transactions on Signal Processing 66 (4), 879-894, 2017	26	2017
Incoherent unit-norm frame design via an alternating minimization penalty method M Sadeghi, M Babaie-Zadeh IEEE Signal Processing Letters, 2016	24	2016
Robust unsupervised audio-visual speech enhancement using a mixture of variational autoencoders M Sadeghi, X Alameda-Pineda ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020	18	2020
Outlier-aware dictionary learning for sparse representation S Amini, M Sadeghi, M Joneidi, M Babaie-Zadeh, C Jutten IEEE Machine Learning for Signal Processing (MLSP) Workshop, 2014	17	2014
Mixture of inference networks for VAE-based audio-visual speech enhancement M Sadeghi, X Alameda-Pineda IEEE Transactions on Signal Processing 69, 1899-1909, 2021	14	2021
A robust ellipse fitting algorithm based on sparsity of outliers E Sobhani, M Sadeghi, M Babaie-Zadeh, C Jutten 2017 25th European Signal Processing Conference (EUSIPCO), 1195-1199, 2017	14	2017
Union of low-rank subspaces detector M Joneidi, P Ahmadi, M Sadeghi, N Rahnavard IET Signal Processing, 2015	11	2015
K-LDA: An Algorithm for Learning Jointly Overcomplete and Discriminative Dictionaries J Golmohammady, M Joneidi, M Sadeghi, M Babaie-Zadeh, C Jutten European Signal Processing Conference (EUSIPCO), 2014	10	2014
Deep variational generative models for audio-visual speech separation VN Nguyen, M Sadeghi, E Ricci, X Alameda-Pineda 2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021	8	2021
Switching variational auto-encoders for noise-agnostic audio-visual speech enhancement M Sadeghi, X Alameda-Pineda ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021	8	2021
SSFN: Self size-estimating feed-forward network and low complexity design S Chatterjee, AM Javid, SKM Sadeghi, PP Mitra, M Skoglund arXiv preprint arXiv:1905.07111, 2019	8	2019
Robust face frontalization for visual speech recognition Z Kang, R Horaud, M Sadeghi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	6	2021
Learning overcomplete dictionaries based on parallel atom-updating M Sadeghi, M Babaie-Zadeh, C Jutten 2013 IEEE International Workshop on Machine Learning for Signal Processing …, 2013	6	2013
Joint low mutual and average coherence dictionary learning J Parsa, M Sadeghi, M Babaie-Zadeh, C Jutten 2018 26th European Signal Processing Conference (EUSIPCO), 1725-1729, 2018	5	2018
A New Algorithm for Learning Overcomplete Dictionaries M Sadeghi, M Babaie-Zadeh, C Jutten Proceedings of EUSIPCO 2013, 2013	5	2013

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