Uncovering Linguistic Patterns: Exploring Ensemble Learning and Low-Level Features for Identifying Spoken Arabic, English, Spanish, and German

S Hamdi, A Moussaoui, M Chabane… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
This paper presents a novel approach to spoken language identification in Arabic, English,
Spanish, and German languages using ensemble learning techniques. The study compares …

A Comparative Study of Hybrid Deep Learning Techniques for COVID-19 Detection based on Cough Sound Analysis

R Polaki, R Annamalai - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The COVID-19 pandemic, produced by the SARS-CoV-2 virus, has severe global
consequences, resulting in substantial loss of life and posing a serious threat globally …

Machine learning based models for audio signal classification: Application to COVID-19 Detection

S Hamdi - 2024 - dspace.univ-setif.dz
In this thesis, we propose novel methods for COVID-19 screening, where cough sound is
used to employ various techniques. Our first approach is based on hybridizing Convolutional …