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It is an urgent need to improve the innovation ability of college students in the modern society, and robot practice platform is the best engineering project. Therefore, the course design of MCU takes "robots control with speaker-independent voice"as subject. The students work in group and design the experiment by themselves to go through the prescribed and alternative experiment modules. Purpose is to achieve the robots control with voice in the engineering practice. It is the optimal combination of teaching and scientific research, and matches the idea of teaching innovation. The practice of a group is taken as the example, it is proved that this innovative course design of "robots control with speaker-independent voice " can lay a solid foundation of the theoretical knowledge and enhance the students' practical ability, and can also lay the experimental foundation for innovation practice platform of robots in college. [ABSTRACT FROM AUTHOR]