The realm of Artificial Intelligence (AI) is rapidly transforming, with Edge AI emerging as a prominent force. This paradigm shift enables processing power to be decentralized at the edge Speech UI microcontroller of the network, offering unprecedented advantages. From smart devices to rapid data analysis, Edge AI is shaping various industries. Eff