Ismail Shahin

Orcid: 0000-0001-7856-9342

According to our database1, Ismail Shahin authored at least 67 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Emotional speaker identification using PCAFCM-deepforest with fuzzy logic.
Neural Comput. Appl., October, 2024

Detection of Arabic offensive language in social media using machine learning models.
Intell. Syst. Appl., 2024

2023
Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG.
Expert Syst. Appl., August, 2023

Novel Task-Based Unification and Adaptation (TUA) Transfer Learning Approach for Bilingual Emotional Speech Data.
Inf., April, 2023

Arabic Mispronunciation Recognition System Using LSTM Network.
Inf., 2023

Unsupervised Arabic Speech Embedding Model for Speaker Identification.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
64-bit quantization: taking payload capacity of speech steganography to the limits.
Multim. Tools Appl., 2022

Empirical Comparison between Deep and Classical Classifiers for Speaker Verification in Emotional Talking Environments.
Inf., 2022

Novel dual-channel long short-term memory compressed capsule networks for emotion recognition.
Expert Syst. Appl., 2022

Emotional speaker identification using a novel capsule nets model.
Expert Syst. Appl., 2022

Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG.
CoRR, 2022

Hybrid Feature Selection Based on Principal Component Analysis and Grey Wolf Optimizer Algorithm for Arabic News Article Classification.
IEEE Access, 2022

2021
Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments.
Neural Comput. Appl., 2021

Maximizing embedding capacity for speech steganography: a segment-growing approach.
Multim. Tools Appl., 2021

Speaker identification in stressful talking environments based on convolutional neural network.
Int. J. Speech Technol., 2021

The empirical study of e-learning post-acceptance after the spread of COVID-19: A multi-analytical approach based hybrid SEM-ANN.
CoRR, 2021

CASA-based speaker identification using cascaded GMM-CNN classifier in noisy and emotional talking conditions.
Appl. Soft Comput., 2021

Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities.
Appl. Soft Comput., 2021

An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier.
IEEE Access, 2021

Systematic Literature Review of Dialectal Arabic: Identification and Detection.
IEEE Access, 2021

COVID-19 Electrocardiograms Classification using CNN Models.
Proceedings of the 14th International Conference on Developments in eSystems Engineering, 2021

The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices.
Proceedings of the 14th International Conference on Developments in eSystems Engineering, 2021

Sentiment Analysis in Dialectal Arabic: A Systematic Review.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2021

Emirati-Accented Emotion Verification based on HMM3s, HMM2s, and HMM1s.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Speaker Identification for Disguised Voices Based on Modified SVM Classifier.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020
Novel cascaded Gaussian mixture model-deep neural network classifier for speaker identification in emotional talking environments.
Neural Comput. Appl., 2020

Arabic audio clips: Identification and discrimination of authentic Cantillations from imitations.
Neurocomputing, 2020

Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC.
CoRR, 2020

Emotion Recognition Using Speaker Cues.
CoRR, 2020

Emotion Recognition From Speech Using Wavelet Packet Transform Cochlear Filter Bank and Random Forest Classifier.
IEEE Access, 2020

Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Cascaded RBF-CBiLSTM for Arabic Named Entity Recognition.
Proceedings of the International Conference on Communications, 2020

COVID-19 Detection System using Recurrent Neural Networks.
Proceedings of the International Conference on Communications, 2020

Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC.
Proceedings of the International Conference on Communications, 2020

Predicting the power of a combined cycle power plant using machine learning methods.
Proceedings of the International Conference on Communications, 2020

2019
Speaker Verification in Emotional Talking Environments based on Third-Order Circular Suprasegmental Hidden Markov Model.
CoRR, 2019

Emirati-Accented Speaker Identification in Stressful Talking Conditions.
CoRR, 2019

Emotion Recognition based on Third-Order Circular Suprasegmental Hidden Markov Model.
CoRR, 2019

Emotion Recognition Using Hybrid Gaussian Mixture Model and Deep Neural Network.
IEEE Access, 2019

Speech Recognition Using Deep Neural Networks: A Systematic Review.
IEEE Access, 2019

2018
Emirati-accented speaker identification in each of neutral and shouted talking environments.
Int. J. Speech Technol., 2018

Three-stage speaker verification architecture in emotional talking environments.
Int. J. Speech Technol., 2018

Speaker Verification in Emotional Talking Environments based on Three-Stage Framework.
CoRR, 2018

2017
Modeling and Analyzing the Vocal Tract under Normal and Stressful Talking Conditions.
CoRR, 2017

Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs.
CoRR, 2017

Speaking Style Authentication Using Suprasegmental Hidden Markov Models.
CoRR, 2017

Talking Condition Identification Using Second-Order Hidden Markov Models.
CoRR, 2017

Emirati Speaker Verification Based on HMM1s, HMM2s, and HMM3s.
CoRR, 2017

2016
Employing Emotion Cues to Verify Speakers in Emotional Talking Environments.
J. Intell. Syst., 2016

Speaker Identification in a Shouted Talking Environment Based on Novel Third-Order Circular Suprasegmental Hidden Markov Models.
Circuits Syst. Signal Process., 2016

2015
Talking condition recognition in stressful and emotional talking environments based on CSPHMM2s.
Int. J. Speech Technol., 2015

2014
Novel third-order hidden Markov models for speaker identification in shouted talking environments.
Eng. Appl. Artif. Intell., 2014

Speaker identification in shouted talking environments based on novel Third-Order Hidden Markov Models.
Proceedings of the International Conference on Audio, 2014

2013
Employing both gender and emotion cues to enhance speaker identification performance in emotional talking environments.
Int. J. Speech Technol., 2013

Gender-dependent emotion recognition based on HMMs and SPHMMs.
Int. J. Speech Technol., 2013

Speaker identification in emotional talking environments based on CSPHMM2s.
Eng. Appl. Artif. Intell., 2013

2012
Studying and enhancing talking condition recognition in stressful and emotional talking environments based on HMMs, CHMM2s and SPHMMs.
J. Multimodal User Interfaces, 2012

Speaker identification investigation and analysis in unbiased and biased emotional talking environments.
Int. J. Speech Technol., 2012

2011
Identifying speakers using their emotion cues.
Int. J. Speech Technol., 2011

2010
Employing Second-Order Circular Suprasegmental Hidden Markov Models to Enhance Speaker Identification Performance in Shouted Talking Environments.
EURASIP J. Audio Speech Music. Process., 2010

2009
Processing and feature analysis of stressed speech in speech recognition.
Int. J. Funct. Informatics Pers. Medicine, 2009

Speech Recognition under Stress.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2008
Speaker identification in the shouted environment using Suprasegmental Hidden Markov Models.
Signal Process., 2008

2006
Enhancing speaker identification performance under the shouted talking condition using second-order circular hidden Markov models.
Speech Commun., 2006

2005
Improving Speaker Identification Performance Under the Shouted Talking Condition Using the Second-Order Hidden Markov Models.
EURASIP J. Adv. Signal Process., 2005

Enhancing speaker authentication systems using circular hidden Markov models.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

2003
Using second-order hidden Markov model to improve speaker identification recognition performance under neutral condition.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003


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