Ismail Shahin

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 70

Top Topics

Emotion Recognition

Gaussian Mixture Model

Top Venues

Int. J. Speech Technol.

Publications

Aya Mousa, Ismail Shahin, Ali Bou Nassif, Ashraf Elnagar
Detection of Arabic offensive language in social media using machine learning models. Intell. Syst. Appl. 22 (2024)
Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Ali Bou Nassif, Naoufel Werghi
Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG. Expert Syst. Appl. 224 (2023)
Abdelfatah Hassan Ahmed, Mohamed Bader, Ismail Shahin, Ali Bou Nassif, Naoufel Werghi, Mohammad Basel
Arabic Mispronunciation Recognition System Using LSTM Network. Inf. 14 (7) (2023)
Ismail Shahin, Ali Bou Nassif, Rameena Thomas, Shibani Hamsa
Novel Task-Based Unification and Adaptation (TUA) Transfer Learning Approach for Bilingual Emotional Speech Data. Inf. 14 (4) (2023)
Noora Al Roken, Abir Hussain, Ismail Shahin, Ayad Turky, Bilal Muhammed Khan, Wasiq Khan
Unsupervised Arabic Speech Embedding Model for Speaker Identification. IJCNN (2023)
Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat
Emotional Speaker Identification using a Novel Capsule Nets Model. CoRR (2022)
Mohammed Baziyad, Ismail Shahin, Tamer Rabie, Ali Bou Nassif
64-bit quantization: taking payload capacity of speech steganography to the limits. Multim. Tools Appl. 81 (28) (2022)
Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat
Novel dual-channel long short-term memory compressed capsule networks for emotion recognition. Expert Syst. Appl. 188 (2022)
Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Naoufel Werghi
Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG. CoRR (2022)
Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat
Emotional speaker identification using a novel capsule nets model. Expert Syst. Appl. 193 (2022)
Osama Ahmad Alomari, Ashraf Elnagar, Imad Afyouni, Ismail Shahin, Ali Bou Nassif, Ibrahim Abaker Targio Hashem, Mohammad Tubishat
Hybrid Feature Selection Based on Principal Component Analysis and Grey Wolf Optimizer Algorithm for Arabic News Article Classification. IEEE Access 10 (2022)
Ali Bou Nassif, Ismail Shahin, Mohammed Lataifeh, Ashraf Elnagar, Nawel Nemmour
Empirical Comparison between Deep and Classical Classifiers for Speaker Verification in Emotional Talking Environments. Inf. 13 (10) (2022)
Ali Bou Nassif, Ismail Shahin, Shibani Hamsa, Nawel Nemmour, Keikichi Hirose
CASA-based speaker identification using cascaded GMM-CNN classifier in noisy and emotional talking conditions. Appl. Soft Comput. 103 (2021)
Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
Speaker Identification for Disguised Voices Based on Modified SVM Classifier. SSD (2021)
Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat
Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition. CoRR (2021)
Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat
Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments. CoRR (2021)
Ismail Shahin, Ali Bou Nassif, Noor Ahmad Al Hindawi
Speaker identification in stressful talking environments based on convolutional neural network. Int. J. Speech Technol. 24 (4) (2021)
Ismail Shahin, Noor Ahmad Al Hindawi
Emirati-Accented Emotion Verification based on HMM3s, HMM2s, and HMM1s. SSD (2021)
Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat
Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments. Neural Comput. Appl. 33 (23) (2021)
Ashraf Elnagar, Imad Afyouni, Ismail Shahin, Ali Bou Nassif, Said A. Salloum
The empirical study of e-learning post-acceptance after the spread of COVID-19: A multi-analytical approach based hybrid SEM-ANN. CoRR (2021)
Ismail Shahin, Ali Bou Nassif, Mohamed Bader Alsabek
COVID-19 Electrocardiograms Classification using CNN Models. DeSE (2021)
Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices. CoRR (2021)
Ashraf Elnagar, Sane Yagi, Ali Bou Nassif, Ismail Shahin, Said A. Salloum
Sentiment Analysis in Dialectal Arabic: A Systematic Review. AMLTA (2021)
Ali Bou Nassif, Ismail Shahin, Shibani Hamsa, Nawel Nemmour, Keikichi Hirose
CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions. CoRR (2021)
Ali Bou Nassif, Ashraf Elnagar, Ismail Shahin, Safaa Henno
Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities. Appl. Soft Comput. 98 (2021)
Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif
The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices. DeSE (2021)
Shibani Hamsa, Youssef Iraqi, Ismail Shahin, Naoufel Werghi
An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier. IEEE Access 9 (2021)
Ashraf Elnagar, Sane Yagi, Ali Bou Nassif, Ismail Shahin, Said A. Salloum
Systematic Literature Review of Dialectal Arabic: Identification and Detection. IEEE Access 9 (2021)
Mohammed Baziyad, Ismail Shahin, Tamer Rabie, Ali Bou Nassif
Maximizing embedding capacity for speech steganography: a segment-growing approach. Multim. Tools Appl. 80 (16) (2021)
Ismail Shahin, Ali Bou Nassif, Mohamed Bader Alsabek
COVID-19 Electrocardiograms Classification using CNN Models. CoRR (2021)
Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Naoufel Werghi
Emotion Recognition From Speech Using Wavelet Packet Transform Cochlear Filter Bank and Random Forest Classifier. IEEE Access 8 (2020)
Mohammed Bader Alsabek, Ismail Shahin, Abdelfatah Hassan
Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC. CCCI (2020)
Shibani Hamsa, Youssef Iraqi, Ismail Shahin, Naoufel Werghi
Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications. SoCPaR (2020)
Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
Novel cascaded Gaussian mixture model-deep neural network classifier for speaker identification in emotional talking environments. Neural Comput. Appl. 32 (7) (2020)
Aya Mousa, Ismail Shahin, Ali Bou Nassif, Ashraf Elnagar
Cascaded RBF-CBiLSTM for Arabic Named Entity Recognition. CCCI (2020)
Mohammed Lataifeh, Ashraf Elnagar, Ismail Shahin, Ali Bou Nassif
Arabic audio clips: Identification and discrimination of authentic Cantillations from imitations. Neurocomputing 418 (2020)
Abdelfatah Hassan, Ismail Shahin, Mohamed Bader Alsabek
COVID-19 Detection System using Recurrent Neural Networks. CCCI (2020)
Salama Alketbi, Ali Bou Nassif, Maha Alaa Eddin, Ismail Shahin, Ashraf Elnagar
Predicting the power of a combined cycle power plant using machine learning methods. CCCI (2020)
Ismail Shahin
Emotion Recognition Using Speaker Cues. CoRR (2020)
Mohamed Bader Alsabek, Ismail Shahin, Abdelfatah Hassan
Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC. CoRR (2020)
Ismail Shahin
Emotion Recognition based on Third-Order Circular Suprasegmental Hidden Markov Model. CoRR (2019)
Ismail Shahin, Ali Bou Nassif
Speaker Verification in Emotional Talking Environments based on Third-Order Circular Suprasegmental Hidden Markov Model. CoRR (2019)
Ali Bou Nassif, Ismail Shahin, Imtinan Basem Attili, Mohammad Azzeh, Khaled Shaalan
Speech Recognition Using Deep Neural Networks: A Systematic Review. IEEE Access 7 (2019)
Ismail Shahin, Ali Bou Nassif
Emirati-Accented Speaker Identification in Stressful Talking Conditions. CoRR (2019)
Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
Emotion Recognition Using Hybrid Gaussian Mixture Model and Deep Neural Network. IEEE Access 7 (2019)
Ismail Shahin
Gender-dependent emotion recognition based on HMMs and SPHMMs. CoRR (2018)
Ismail Shahin, Ali Bou Nassif, Mohammed N. Ba-Hutair
Emirati-Accented Speaker Identification in each of Neutral and Shouted Talking Environments. CoRR (2018)
Ismail Shahin
Identifying Speakers Using Their Emotion Cues. CoRR (2018)
Ismail Shahin, Ali Bou Nassif, Mohammed N. Ba-Hutair
Emirati-accented speaker identification in each of neutral and shouted talking environments. Int. J. Speech Technol. 21 (2) (2018)
Ismail Shahin, Ali Bou Nassif
Three-stage speaker verification architecture in emotional talking environments. Int. J. Speech Technol. 21 (4) (2018)
Ismail Shahin
Speaker Verification in Emotional Talking Environments based on Three-Stage Framework. CoRR (2018)
Ismail Shahin, Ali Bou Nassif
Three-Stage Speaker Verification Architecture in Emotional Talking Environments. CoRR (2018)
Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
Novel Cascaded Gaussian Mixture Model-Deep Neural Network Classifier for Speaker Identification in Emotional Talking Environments. CoRR (2018)
Ismail Shahin, Mohammed Nasser Ba-Hutair
Talking Condition Recognition in Stressful and Emotional Talking Environments Based on CSPHMM2s. CoRR (2017)
Ismail Shahin
Speaker Identification in a Shouted Talking Environment Based on Novel Third-Order Circular Suprasegmental Hidden Markov Models. CoRR (2017)
Ismail Shahin
Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs. CoRR (2017)
Ismail Shahin
Enhancing speaker identification performance under the shouted talking condition using second-order circular hidden Markov models. CoRR (2017)
Ismail Shahin
Speaking Style Authentication Using Suprasegmental Hidden Markov Models. CoRR (2017)
Ismail Shahin
Employing Emotion Cues to Verify Speakers in Emotional Talking Environments. CoRR (2017)
Ismail Shahin
Emirati Speaker Verification Based on HMM1s, HMM2s, and HMM3s. CoRR (2017)
Ismail Shahin
Speaker Identification in the Shouted Environment Using Suprasegmental Hidden Markov Models. CoRR (2017)
Ismail Shahin
Employing both Gender and Emotion Cues to Enhance Speaker Identification Performance in Emotional Talking Environments. CoRR (2017)
Ismail Shahin
Speaker Identification Investigation and Analysis in Unbiased and Biased Emotional Talking Environments. CoRR (2017)
Ismail Shahin
Using Second-Order Hidden Markov Model to Improve Speaker Identification Recognition Performance under Neutral Condition. CoRR (2017)
Ismail Shahin
Employing Second-Order Circular Suprasegmental Hidden Markov Models to Enhance Speaker Identification Performance in Shouted Talking Environments. CoRR (2017)
Ismail Shahin, Nazeih Botros
Modeling and Analyzing the Vocal Tract under Normal and Stressful Talking Conditions. CoRR (2017)
Ismail Shahin
Talking Condition Identification Using Second-Order Hidden Markov Models. CoRR (2017)
Ismail Shahin
Speaker Identification in Shouted Talking Environments Based on Novel Third-Order Hidden Markov Models. CoRR (2017)
Ismail Shahin
Studying and Enhancing Talking Condition Recognition in Stressful and Emotional Talking Environments Based on HMMs, CHMM2s and SPHMMs. CoRR (2017)
Ismail Shahin
Employing Emotion Cues to Verify Speakers in Emotional Talking Environments. J. Intell. Syst. 25 (1) (2016)
Ismail Shahin, Mohammed Nasser Ba-Hutair
Talking condition recognition in stressful and emotional talking environments based on CSPHMM2s. Int. J. Speech Technol. 18 (1) (2015)
Ismail Shahin
Speaker identification in shouted talking environments based on novel Third-Order Hidden Markov Models. ICAILP (2014)
Ismail Shahin
Novel third-order hidden Markov models for speaker identification in shouted talking environments. Eng. Appl. Artif. Intell. 35 (2014)
Ismail Shahin
Speaker identification in emotional talking environments based on CSPHMM2s. Eng. Appl. Artif. Intell. 26 (7) (2013)
Ismail Shahin
Studying and enhancing talking condition recognition in stressful and emotional talking environments based on HMMs, CHMM2s and SPHMMs. J. Multimodal User Interfaces 6 (1-2) (2012)
Ismail Shahin
Identifying speakers using their emotion cues. Int. J. Speech Technol. 14 (2) (2011)
Ismail Shahin
Employing Second-Order Circular Suprasegmental Hidden Markov Models to Enhance Speaker Identification Performance in Shouted Talking Environments. EURASIP J. Audio Speech Music. Process. 2010 (2010)
Yonglian Wang, Nazeih M. Botros, Ismail Shahin
Processing and feature analysis of stressed speech in speech recognition. Int. J. Funct. Informatics Pers. Medicine 2 (4) (2009)
Yonglian Wang, Nazeih M. Botros, Ismail Shahin
Speech Recognition under Stress. BIOCOMP (2009)
Ismail Shahin
Speaker identification in the shouted environment using Suprasegmental Hidden Markov Models. Signal Process. 88 (11) (2008)
Ismail Shahin
Enhancing speaker identification performance under the shouted talking condition using second-order circular hidden Markov models. Speech Commun. 48 (8) (2006)
Ismail Shahin
Improving Speaker Identification Performance Under the Shouted Talking Condition Using the Second-Order Hidden Markov Models. EURASIP J. Adv. Signal Process. 2005 (4) (2005)
Ismail Shahin
Enhancing speaker authentication systems using circular hidden Markov models. ISSPA (2005)
Ismail Shahin
Using second-order hidden Markov model to improve speaker identification recognition performance under neutral condition. ICECS (2003)