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Mostafa Sadeghi
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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
1252014
Dictionary Learning for Sparse Representation: A Novel Approach
M Sadeghi, M Babaie-Zadeh, C Jutten
IEEE Signal Processing Letters 20 (12), 1195-1198, 2013
1072013
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
722020
Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation
M Sadeghi, M Babaie-Zadeh
IEEE Transactions on Signal Processing 64 (21), 5536-5548, 2016
372016
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
332017
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
332017
Incoherent unit-norm frame design via an alternating minimization penalty method
M Sadeghi, M Babaie-Zadeh
IEEE Signal Processing Letters, 2016
242016
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
212020
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
182021
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
182014
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
132017
Union of low-rank subspaces detector
M Joneidi, P Ahmadi, M Sadeghi, N Rahnavard
IET Signal Processing, 2015
122015
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
102021
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
102014
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement
S Leglaive, L Borne, E Tzinis, M Sadeghi, M Fraticelli, S Wisdom, ...
arXiv preprint arXiv:2307.03533, 2023
92023
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
82021
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
82019
Robust face frontalization for visual speech recognition
Z Kang, R Horaud, M Sadeghi
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
72021
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
72018
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
62013
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