334 citations · 1.9k across the 45 of their papers we have counts for
10 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…
Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments
Ismail Shahin, Ali Bou Nassif, Nawel Nemmour +3
In this work, we conducted an empirical comparative study of the performance of text-independent speaker verification in emotional and stressful environments. This work combined de…
Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition
Ismail Shahin, Noor Hindawi, Ali Bou Nassif +2
Recent analysis on speech emotion recognition has made considerable advances with the use of MFCCs spectrogram features and the implementation of neural network approaches such as…
The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices
Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
Due to improvements in artificial intelligence, speaker identification (SI) technologies have brought a great direction and are now widely used in a variety of sectors. One of the…
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…
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…
Novel Cascaded Gaussian Mixture Model-Deep Neural Network Classifier for Speaker Identification in Emotional Talking Environments
Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
This research is an effort to present an effective approach to enhance text-independent speaker identification performance in emotional talking environments based on novel classifi…
Three-Stage Speaker Verification Architecture in Emotional Talking Environments
Ismail Shahin, Ali Bou Nassif
Speaker verification performance in neutral talking environment is usually high, while it is sharply decreased in emotional talking environments. This performance degradation in em…
Emirati-Accented Speaker Identification in each of Neutral and Shouted Talking Environments
Ismail Shahin, Ali Bou Nassif, Mohammed Bahutair
This work is devoted to capturing Emirati-accented speech database (Arabic United Arab Emirates database) in each of neutral and shouted talking environments in order to study and…