2 papers
cs.SD2026
Quantifying Quanvolutional Neural Networks Robustness for Speech in Healthcare Applications
Ha Tran, Bipasha Kashyap, Pubudu N. Pathirana
Speech-based machine learning systems are sensitive to noise, complicating reliable deployment in emotion recognition and voice pathology detection. We evaluate the robustness of a…
cs.ET2025
Quantum Approaches for Dysphonia Assessment in Small Speech Datasets
Ha Tran, Bipasha Kashyap, Pubudu N. Pathirana
Dysphonia, a prevalent medical condition, leads to voice loss, hoarseness, or speech interruptions. To assess it, researchers have been investigating various machine learning techn…