As the volume of data generated by interconnected devices explodes, traditional cloud-based AI processing is facing Speech UI microcontroller new challenges. Edge AI offers a compelling solution by bringing intelligence directly to the network's edge, where data is collected. This decentralized approach offers several strengths, including reduced l