Improving Deep Learning-based Respiratory Sound Analysis with Frequency Selection and Attention Mechanism

Nouhaila Fraihi, Ouassim Karrakchou, Mounir Ghogho

Accurate classification of respiratory sounds requires deep learning models that effectively capture fine-grained acoustic features and long-range temporal dependencies. Convolutio…