In today's hyper-connected world, where data generation surges exponentially and real-time insights are paramount, edge computing emerges as a transformative strategy. By processing information closer to its source, edge AI empowers devices with the capability to make autonomous decisions at the Speech UI microcontroller network's edge. This paradi