| 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 | 129 | 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 | 120 | 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 | 89 | 2020 |
| 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 | 45 | 2017 |
| Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation M Sadeghi, M Babaie-Zadeh IEEE Transactions on Signal Processing 64 (21), 5536-5548, 2016 | 44 | 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 | 33 | 2017 |
| 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 | 25 | 2021 |
| 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 | 25 | 2020 |
| Incoherent unit-norm frame design via an alternating minimization penalty method M Sadeghi, M Babaie-Zadeh IEEE Signal Processing Letters, 2016 | 25 | 2016 |
| 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 | 18 | 2023 |
| 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 | 18 | 2014 |
| 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 | 13 | 2017 |
| 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 | 12 | 2021 |
| Union of low-rank subspaces detector M Joneidi, P Ahmadi, M Sadeghi, N Rahnavard IET Signal Processing, 2015 | 12 | 2015 |
| 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 | 11 | 2021 |
| 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 |
| Robust face frontalization for visual speech recognition Z Kang, R Horaud, M Sadeghi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 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 |
| The impact of removing head movements on audio-visual speech enhancement Z Kang, M Sadeghi, R Horaud, X Alameda-Pineda, J Donley, A Kumar ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
| Non-smooth regularization: Improvement to learning framework through extrapolation S Amini, M Soltanian, M Sadeghi, S Ghaemmaghami IEEE Transactions on Signal Processing 70, 1213-1223, 2022 | 7 | 2022 |
Massoud Babaie-ZadehSharif University of TechnologyVerified email at sharif.edu
