Publications by authors named "Chakib Tadj"

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Distinguishing Between Healthy and Unhealthy Newborns Based on Acoustic Features and Deep Learning Neural Networks Tuned by Bayesian Optimization and Random Search Algorithm.
Salim Lahmiri, Chakib Tadj, Christian Gargour

Entropy (Basel)· October 2025

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Machine Learning-Based Cry Diagnostic System for Identifying Septic Newborns.
Fatemeh Salehian Matikolaie, Chakib Tadj

J Voice· July 2024

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Use of psychoacoustic spectrum warping, decision template fusion, and neighborhood component analysis in newborn cry diagnostic systems.
Zahra Khalilzad, Chakib Tadj

J Acoust Soc Am· February 2024

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Infant Cry Signal Diagnostic System Using Deep Learning and Fused Features.
Yara Zayed, Ahmad Hasasneh, Chakib Tadj

Diagnostics (Basel)· June 2023

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Using CCA-Fused Cepstral Features in a Deep Learning-Based Cry Diagnostic System for Detecting an Ensemble of Pathologies in Newborns.
Zahra Khalilzad, Chakib Tadj

Diagnostics (Basel)· February 2023

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Newborn Cry-Based Diagnostic System to Distinguish between Sepsis and Respiratory Distress Syndrome Using Combined Acoustic Features.
Zahra Khalilzad, Ahmad Hasasneh, Chakib Tadj

Diagnostics (Basel)· November 2022

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Nonlinear Statistical Analysis of Normal and Pathological Infant Cry Signals in Cepstrum Domain by Multifractal Wavelet Leaders.
Salim Lahmiri, Chakib Tadj, Christian Gargour

Entropy (Basel)· August 2022

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An Entropy-Based Architecture for Detection of Sepsis in Newborn Cry Diagnostic Systems.
Zahra Khalilzad, Yasmina Kheddache, Chakib Tadj

Entropy (Basel)· August 2022

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Identification of Diseases in Newborns Using Advanced Acoustic Features of Cry Signals.
Yasmina Kheddache, Chakib Tadj

Biomed Signal Process Control· April 2019

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A fully automated approach for baby cry signal segmentation and boundary detection of expiratory and inspiratory episodes.
Lina Abou-Abbas, Chakib Tadj, Hesam Alaie Fersaie

J Acoust Soc Am· September 2017

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Expiratory and Inspiratory Cries Detection Using Different Signals' Decomposition Techniques.
Lina Abou-Abbas, Chakib Tadj, Christian Gargour, Leila Montazeri

J Voice· March 2017

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Cry-based infant pathology classification using GMMs.
Hesam Farsaie Alaie, Lina Abou-Abbas, Chakib Tadj

Speech Commun· March 2016

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Resonance frequencies behavior in pathologic cries of newborns.
Yasmina Kheddache, Chakib Tadj

J Voice· January 2015

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