Search Results - "Nemmour, Nawel"

Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments by Shahin, Ismail, Nassif, Ali Bou, Nemmour, Nawel, Elnagar, Ashraf, Alhudhaif, Adi, Polat, Kemal

“…In this work, we conducted an empirical comparative study of the performance of text-independent speaker verification in emotional and stressful environments…”
Get full text

Empirical Comparison between Deep and Classical Classifiers for Speaker Verification in Emotional Talking Environments by Nassif, Ali Bou, Shahin, Ismail, Lataifeh, Mohammed, Elnagar, Ashraf, Nemmour, Nawel

“…Speech signals carry various bits of information relevant to the speaker such as age, gender, accent, language, health, and emotions. Emotions are conveyed…”
Get full text

Emotional Speaker Verification Using Novel Modified Capsule Neural Network by Nassif, Ali Bou, Shahin, Ismail, Nemmour, Nawel, Hindawi, Noor, Elnagar, Ashraf

“…Capsule Neural Network (CapsNet) models are regarded as efficient substitutes for convolutional neural networks (CNN) due to their powerful hierarchical…”
Get full text

Emotional speaker identification using PCAFCM-deepforest with fuzzy logic by Nassif, Ali Bou, Shahin, Ismail, Nemmour, Nawel

“…Voice is perceived as a form of biometrics which communicates valuable and rich information pertinent to an individual, such as his or her identity, gender,…”
Get full text

CASA-based speaker identification using cascaded GMM-CNN classifier in noisy and emotional talking conditions by Nassif, Ali Bou, Shahin, Ismail, Hamsa, Shibani, Nemmour, Nawel, Hirose, Keikichi

“…This work aims at intensifying text-independent speaker identification performance in real application situations such as noisy and emotional talking…”
Get full text

CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions by Nassif, Ali Bou, Shahin, Ismail, Hamsa, Shibani, Nemmour, Nawel, Hirose, Keikichi

“…Applied Soft Computing, Elsevier, 2021 This work aims at intensifying text-independent speaker identification performance in real application situations such…”
Get full text

Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments by Shahin, Ismail, Nassif, Ali Bou, Nemmour, Nawel, Elnagar, Ashraf, Alhudhaif, Adi, Polat, Kemal

“…Published in Neural Computing and Applications. Vol. 33, issue 23, June 2021, pp. 16033-16055 In this work, we conducted an empirical comparative study of the…”
Get full text