Mahmoud Fakhry

According to our database, Mahmoud Fakhry authored at least 14 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Elastic net regularization and gabor dictionary for classification of heart sound signals using deep learning.

Mahmoud Fakhry, Ascensión Gallardo-Antolín

Eng. Appl. Artif. Intell., January, 2024

Nonnegative Matrix Factorization with Orthogonal Activations for Supervised Speech Enhancement.

Mahmoud Fakhry

Proceedings of the 6th Novel Intelligent and Leading Emerging Sciences Conference, 2024

2023

Variational Mode Decomposition and a Light CNN-LSTM Model for Classification of Heart Sound Signals.

Mahmoud Fakhry, Ascensión Gallardo-Antolín

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

2022

Analysis of Heart Sound Signals using Sparse Modeling with Gabor Dictionary.

Mahmoud Fakhry, Abeer FathAllah Brery, Ascensión Gallardo-Antolín

Proceedings of the IEEE International Symposium on Multimedia, 2022

2018

Energy and Spectrally Efficient Modulation Scheme for IoT Applications.

Hany S. Hussein, Mohamed Elsayed, Mahmoud Fakhry, Usama Sayed Mohamed

Sensors, 2018

Speech Enhancement by Classification of Noisy Signals Decomposed Using NMF and Wiener Filtering.

Mahmoud Fakhry, Amir Hossein Poorjam, Mads Græsbøll Christensen

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Audio Source Separation in Reverberant Environments Using β-Divergence-Based Nonnegative Factorization.

Mahmoud Fakhry, Piergiorgio Svaizer, Maurizio Omologo

IEEE ACM Trans. Audio Speech Lang. Process., 2017

2016

Exploiting spatial and spectral information for audio source separation and speaker diarization.

Mahmoud Fakhry

PhD thesis, 2016

Modeling audio directional statistics using a probabilistic spatial dictionary for speaker diarization in real meetings.

Mahmoud Fakhry, Nobutaka Ito, Shoko Araki, Tomohiro Nakatani

Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Estimation of the spatial information in Gaussian model based audio source separation using weighted spectral bases.

Mahmoud Fakhry, Piergiorgio Svaizer, Maurizio Omologo

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Audio source separation using a redundant library of source spectral bases for non-negative tensor factorization.

Mahmoud Fakhry, Piergiorgio Svaizer, Maurizio Omologo

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Reverberant audio source separation using partially pre-trained nonnegative matrix factorization.

Mahmoud Fakhry, Piergiorgio Svaizer, Maurizio Omologo

Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

2013

Unsupervised spatial dictionary learning for sparse underdetermined multichannel source separation.

Francesco Nesta, Mahmoud Fakhry

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Underdetermined Source Detection and Separation Using a Normalized Multichannel Spatial Dictionary.

Mahmoud Fakhry, Francesco Nesta

Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012