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This paper present an ongoing work on the design of an IoT-based control application for smart home. The system prototype is comprised of single-board computers as the main host and one or more controller boards. The main host can receive voice commands from user via a microphone, and instruct the controller boards to control home appliances. Sensors are also attached to the controller boards to allow intelligent control of home appliances according to user requirements. The main objective of this system is to help the elderly and people with visual impairment to easily control home appliances via a voice user interface.