Edge Intelligence for Speech: Evaluating Model Performance, Feature Extraction and Signal Fidelity on Commodity Hardware. - Loukik Darsi; Shubham; Avaneesh Pothuri; Ponnalagu Ramanathan Nagarajan; Manik Gupta (COMSNETS, 2026)