This research investigates the development of voice control algorithms specifically designed for smart homes. The primary goal is to significantly improve both the user experience and security of these systems. By prioritizing local data processing, the research addresses the well-known drawbacks associated with relying on cloud-based solutions. This shift towards local processing not only enhances user privacy but also offers a customizable and transparent solution that can be tailored to the specific needs and preferences of each user