Mostafa Sadeghi

Neurocomputing, January, 2024

Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications.

[BibT_eX]

[DOI]

CoRR, 2024

Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Expression-Preserving Face Frontalization Improves Visually Assisted Speech Processing.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., May, 2023

End-to-end Joint Rich and Normalized ASR with a limited amount of rich training data.

[BibT_eX]

[DOI]

CoRR, 2023

Diffusion-based speech enhancement with a weighted generative-supervised learning loss.

[BibT_eX]

[DOI]

Jean-Eudes Ayilo

CoRR, 2023

Unsupervised speech enhancement with diffusion-based generative models.

[BibT_eX]

[DOI]

Berné Nortier

CoRR, 2023

Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder.

[BibT_eX]

[DOI]

CoRR, 2023

The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement.

[BibT_eX]

[DOI]

CoRR, 2023

Fast and Efficient Speech Enhancement with Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Audio-Visual Speech Enhancement with a Deep Kalman Filter Generative Model.

[BibT_eX]

[DOI]

Ali Golmakani

Proceedings of the IEEE International Conference on Acoustics, 2023

End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Non-Smooth Regularization: Improvement to Learning Framework Through Extrapolation.

[BibT_eX]

[DOI]

Sajjad Amini

Mohammad Soltanian

Shahrokh Ghaemmaghami

IEEE Trans. Signal Process., 2022

Weighted variance variational autoencoder for speech enhancement.

[BibT_eX]

[DOI]

Ali Golmakani

CoRR, 2022

A Sparsity-promoting Dictionary Model for Variational Autoencoders.

[BibT_eX]

[DOI]

Paul Magron

Proceedings of the Interspeech 2022, 2022

The Impact of Removing Head Movements on Audio-Visual Speech Enhancement.

[BibT_eX]

[DOI]

Jacob Donley

Anurag Kumar

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Deep Variational Generative Models for Audio-Visual Speech Separation.

[BibT_eX]

[DOI]

Viet-Nhat Nguyen

Elisa Ricci

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Robust Face Frontalization For Visual Speech Recognition<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Switching Variational Auto-Encoders for Noise-Agnostic Audio-Visual Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Novel efficient full adder and full subtractor designs in quantum cellular automata.

[BibT_eX]

[DOI]

Keivan Navi

Mehdi Dolatshahi

J. Supercomput., 2020

Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders.

[BibT_eX]

[DOI]

Simon Leglaive

Laurent Girin

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Dictionary learning with low mutual coherence constraint.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Face Frontalization Based on Robustly Fitting a Deformable Shape Model to 3D Landmarks.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Unsupervised Audio-Visual Speech Enhancement Using a Mixture of Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder.

[BibT_eX]

[DOI]

Simon Leglaive

Laurent Girin

CoRR, 2019

SSFN: Self Size-estimating Feed-forward Network and Low Complexity Design.

[BibT_eX]

[DOI]

CoRR, 2019

LOSoft: ℓ0 Minimization via Soft Thresholding.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

A New Algorithm for Dictionary Learning Based on Convex Approximation.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Sparse Signal Recovery Using Iterative Proximal Projection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Joint Low Mutual and Average Coherence Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Incoherent Unit-Norm Frame Design via an Alternating Minimization Penalty Method.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Progressive Learning for Systematic Design of Large Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Accelerated Dictionary Learning for Sparse Signal Representation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

A robust ellipse fitting algorithm based on sparsity of outliers.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Union of low-rank subspaces detector.

[BibT_eX]

[DOI]

IET Signal Process., 2016

Regularized low-coherence overcomplete dictionary learning for sparse signal decomposition.

[BibT_eX]

[DOI]

Hossein Bakhshi Golestani

Proceedings of the 24th European Signal Processing Conference, 2016

2015

A Study on Clustering for Clustering Based Image De-Noising.

[BibT_eX]

[DOI]

Mohsen Joneidi

CoRR, 2015

A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014

Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Outlier-aware dictionary learning for sparse representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

A study on clustering-based image denoising: From global clustering to local grouping.

[BibT_eX]

[DOI]

Mohsen Joneidi

Mojtaba Sahraee-Ardakan

Proceedings of the 22nd European Signal Processing Conference, 2014

K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Dictionary Learning for Sparse Representation: A Novel Approach.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

A Union of Low-Rank Subspaces Detector: Application to Radar Signal Detection and Voice Activity Detection.

[BibT_eX]

[DOI]

Mohsen Joneidi

Parvin Ahmadi

CoRR, 2013

Learning overcomplete dictionaries based on parallel atom-updating.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

A new algorithm for learning overcomplete dictionaries.

[BibT_eX]

[DOI]