Underdetermined Source Detection and Separation Using a Normalized Multichannel Spatial Dictionary. - Mahmoud Fakhry; Francesco Nesta (IWAENC, 2012)

Unsupervised spatial dictionary learning for sparse underdetermined multichannel source separation. - Francesco Nesta; Mahmoud Fakhry (ICASSP, 2013)

Reverberant audio source separation using partially pre-trained nonnegative matrix factorization. - Mahmoud Fakhry; Piergiorgio Svaizer; Maurizio Omologo (IWAENC, 2014)

Audio source separation using a redundant library of source spectral bases for non-negative tensor factorization. - Mahmoud Fakhry; Piergiorgio Svaizer; Maurizio Omologo (ICASSP, 2015)

Estimation of the spatial information in Gaussian model based audio source separation using weighted spectral bases. - Mahmoud Fakhry; Piergiorgio Svaizer; Maurizio Omologo (EUSIPCO, 2016)

Modeling audio directional statistics using a probabilistic spatial dictionary for speaker diarization in real meetings. - Mahmoud Fakhry; Nobutaka Ito; Shoko Araki; Tomohiro Nakatani (IWAENC, 2016)

Exploiting spatial and spectral information for audio source separation and speaker diarization. - Mahmoud Fakhry (2016)

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)

Speech Enhancement by Classification of Noisy Signals Decomposed Using NMF and Wiener Filtering. - Mahmoud Fakhry; Amir Hossein Poorjam; Mads Græsbøll Christensen (EUSIPCO, 2018)

Energy and Spectrally Efficient Modulation Scheme for IoT Applications. - Hany S. Hussein; Mohamed Elsayed 002; Mahmoud Fakhry; Usama Sayed Mohamed (Sensors, 2018)

Analysis of Heart Sound Signals using Sparse Modeling with Gabor Dictionary. - Mahmoud Fakhry; Abeer FathAllah Brery; Ascensión Gallardo-Antolín (ISM, 2022)

Variational Mode Decomposition and a Light CNN-LSTM Model for Classification of Heart Sound Signals. - Mahmoud Fakhry; Ascensión Gallardo-Antolín (EUROCON, 2023)

Analysis of Systolic Murmurs in Heart Sounds Using Multiresolution Complex Gabor Dictionary. - Mahmoud Fakhry; Ascensión Gallardo-Antolín (ICCA, 2024)

Noise Prewhitening Using Supervised Nonnegative Matrix Factorization and Wiener Filtering. - Mahmoud Fakhry; Ascensión Gallardo-Antolín (ICCA, 2024)

Nonnegative Matrix Factorization with Orthogonal Activations for Supervised Speech Enhancement. - Mahmoud Fakhry (NILES, 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., 2024)

Intelligent ROI-Based Vehicle Counting Framework for Automated Traffic Monitoring. - Mohamed A. Abdelwahab; Zaynab Al-Ariny; Mahmoud Fakhry; El-Sayed Hasaneen (Signal Image Video Process., 2025)