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A weighted-variance variational autoencoder model for speech enhancement

 Ali Golmakani , Mostafa Sadeghi , Xavier Alameda-Pineda , Romain Serizel
ICASSP 2024 - International Conference on Acoustics Speech and Signal Processing, IEEE, Apr 2024, Seoul (Korea), South Korea. pp.1-5
Communication dans un congrès hal-03833827v2
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Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement

 Mostafa Sadeghi , Xavier Alameda-Pineda
IEEE Transactions on Signal Processing, 2021, 69, pp.1899-1909. ⟨10.1109/TSP.2021.3066038⟩
Article dans une revue hal-02926172v2
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Accelerated Dictionary Learning for Sparse Signal Representation

 Fateme Ghayem , Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.531 - 541, ⟨10.1007/978-3-319-53547-0_50⟩
Communication dans un congrès hal-01479437v1
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Non-Smooth Regularization: Improvement to Learning Framework through Extrapolation

 Sajjad Amini , Mohammad Soltanian , Mostafa Sadeghi , Shahrokh Ghaemmaghami
IEEE Transactions on Signal Processing, 2022, 70, pp.1213 - 1223. ⟨10.1109/TSP.2022.3154969⟩
Article dans une revue hal-03586153v1
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Switching Variational Auto-Encoders for Noise-Agnostic Audio-visual Speech Enhancement

 Mostafa Sadeghi , Xavier Alameda-Pineda
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto / Virtual, Canada. pp.1-5, ⟨10.1109/ICASSP39728.2021.9414097⟩
Communication dans un congrès hal-03155445v1
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Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating

 Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
IEEE Transactions on Signal Processing, 2014, 62 (4), pp.883-891. ⟨10.1109/TSP.2013.2295062⟩
Article dans une revue hal-00960222v1
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A Sparsity-promoting Dictionary Model for Variational Autoencoders

 Mostafa Sadeghi , Paul Magron
INTERSPEECH 2022, Sep 2022, Incheon, South Korea
Communication dans un congrès hal-03623769v2
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End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis

 Can Cui , Imran Ahamad Sheikh , Mostafa Sadeghi , Emmanuel Vincent
Rencontre des Jeunes Chercheurs en Parole 2023 - 10E Edition, Nov 2023, Grenoble, France
Poster de conférence hal-04321252v1

Deep Variational Generative Models for Audio-visual Speech Separation

 Viet-Nhat Nguyen , Mostafa Sadeghi , Elisa Ricci , Xavier Alameda-Pineda
MLSP 2021 - IEEE International Workshop on Machine Learning for Signal Processing, Oct 2021, Gold Coast, Australia. ⟨10.1109/MLSP52302.2021.9596406⟩
Communication dans un congrès hal-02930662v1
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Audio-visual speech enhancement with a deep kalman filter generative model

 Ali Golmakani , Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Jun 2023, Rhodes island, Greece
Communication dans un congrès hal-03833814v2
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End-to-end Joint Rich and Normalized ASR with a limited amount of rich training data

 Can Cui , Imran Ahamad Sheikh , Mostafa Sadeghi , Emmanuel Vincent
2023
Pré-publication, Document de travail hal-04304642v1
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Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications

 Can Cui , Imran Ahamad Sheikh , Mostafa Sadeghi , Emmanuel Vincent
2024
Pré-publication, Document de travail hal-04495886v1
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A new algorithm for learning overcomplete dictionaries

 Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746047
Communication dans un congrès hal-00867093v1
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Fast and efficient speech enhancement with variational autoencoders

 Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Jun 2023, Rhodes island, Greece
Communication dans un congrès hal-03833836v2
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Unsupervised Performance Analysis of 3D Face Alignment with a Statistically Robust Confidence Test

 Mostafa Sadeghi , Xavier Alameda-Pineda , Radu Horaud
Neurocomputing, 2024, 564, pp.1-16. ⟨10.1016/j.neucom.2023.126941⟩
Article dans une revue hal-04265797v1
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Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders

 Mostafa Sadeghi , Xavier Alameda-Pineda
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.7534-7538, ⟨10.1109/ICASSP40776.2020.9053730⟩
Communication dans un congrès hal-02534911v1
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Sparse Signal Recovery Using Iterative Proximal Projection

 Fatemeh Ghayyem , Mostafa Sadeghi , Massoud Babaie-Zadeh , Saikat Chatterjee , Mikael Skoglund , et al.
IEEE Transactions on Signal Processing, 2018, 66 (4), pp.879 - 894. ⟨10.1109/TSP.2017.2778695⟩
Article dans une revue hal-01707062v1
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Learning overcomplete dictionaries based on parallel atom-updating

 Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2013 - IEEE 23rd International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. 5 p
Communication dans un congrès hal-00867170v1
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Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation

 Javad Parsa , Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. pp.3417-3421, ⟨10.1109/ICASSP40776.2020.9052901⟩
Communication dans un congrès hal-02560161v1
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End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis

 Can Cui , Imran Ahamad Sheikh , Mostafa Sadeghi , Emmanuel Vincent
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2023), Dec 2023, Taipei, Taiwan. ⟨10.1109/ASRU57964.2023.10389729⟩
Communication dans un congrès hal-04235774v1
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Face Frontalization Based on Robustly Fitting a Deformable Shape Model to 3D Landmarks

 Zhiqi Kang , Mostafa Sadeghi , Radu Horaud
2020
Pré-publication, Document de travail hal-02980346v1
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Robust Face Frontalization For Visual Speech Recognition

 Zhiqi Kang , Radu Horaud , Mostafa Sadeghi
ICCVW 2021 - International Conference on Computer Vision Workshops, IEEE, Oct 2021, Montreal - Virtual, Canada. pp.2485-2495, ⟨10.1109/ICCVW54120.2021.00281⟩
Communication dans un congrès hal-03326002v3
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Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders

 Mostafa Sadeghi , Simon Leglaive , Xavier Alameda-Pineda , Laurent Girin , Radu Horaud
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020, 28, pp.1788-1800. ⟨10.1109/TASLP.2020.3000593⟩
Article dans une revue hal-02364900v3
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Unsupervised Performance Analysis of 3D Face Alignment

 Mostafa Sadeghi , Sylvain Guy , Adrien Raison , Xavier Alameda-Pineda , Radu Horaud
2020
Pré-publication, Document de travail hal-02543069v3
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The Impact of Removing Head Movements on Audio-visual Speech Enhancement

 Zhiqi Kang , Mostafa Sadeghi , Radu Horaud , Xavier Alameda-Pineda , Jacob Donley , et al.
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, May 2022, Singapore, Singapore. pp.1-5, ⟨10.1109/ICASSP43922.2022.9746401⟩
Communication dans un congrès hal-03551610v2
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Dictionary Learning for Sparse Decomposition: A Novel Approach

 Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
IEEE Signal Processing Letters, 2013, 20 (12), pp.1195-1198. ⟨10.1109/LSP.2013.2285218⟩
Article dans une revue hal-00934308v1
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Sequential subspace finding: a new algorithm for learning low-dimensional linear subspaces

 Mostafa Sadeghi , Mohsen Joneidi , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746207
Communication dans un congrès hal-00867075v1
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