75 citations · 346 across the 21 of their papers we have counts for
27 papers · 1 filter
Emotional Speaker Identification using a Novel Capsule Nets Model
Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar +3
Speaker recognition systems are widely used in various applications to identify a person by their voice; however, the high degree of variability in speech signals makes this a chal…
CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions
Ali Bou Nassif, Ismail Shahin, Shibani Hamsa +2
This work aims at intensifying text-independent speaker identification performance in real application situations such as noisy and emotional talking conditions. This is achieved b…
Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC
Mohamed Bader, Ismail Shahin, Abdelfatah Hassan
Recently there has been a formidable work which has been put up from the people who are working in the frontlines such as hospitals, clinics, and labs alongside researchers and sci…
Speaker Verification in Emotional Talking Environments based on Third-Order Circular Suprasegmental Hidden Markov Model
Ismail Shahin, Ali Bou Nassif
Speaker verification accuracy in emotional talking environments is not high as it is in neutral ones. This work aims at accepting or rejecting the claimed speaker using his/her voi…
Emirati-Accented Speaker Identification in Stressful Talking Conditions
Ismail Shahin, Ali Bou Nassif
This research is dedicated to improving text-independent Emirati-accented speaker identification performance in stressful talking conditions using three distinct classifiers: First…
Emotion Recognition based on Third-Order Circular Suprasegmental Hidden Markov Model
Ismail Shahin
This work focuses on recognizing the unknown emotion based on the Third-Order Circular Suprasegmental Hidden Markov Model (CSPHMM3) as a classifier. Our work has been tested on Emo…