75 citations · 436 across the 25 of their papers we have counts for
6 papers · 1 filter
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…
Speaker Verification in Emotional Talking Environments based on Three-Stage Framework
Ismail Shahin
This work is dedicated to introducing, executing, and assessing a three-stage speaker verification framework to enhance the degraded speaker verification performance in emotional t…
Identifying Speakers Using Their Emotion Cues
Ismail Shahin
This paper addresses the formulation of a new speaker identification approach which employs knowledge of emotional content of speaker information. Our proposed approach in this wor…
Gender-dependent emotion recognition based on HMMs and SPHMMs
Ismail Shahin
It is well known that emotion recognition performance is not ideal. The work of this research is devoted to improving emotion recognition performance by employing a two-stage recog…