The main purpose of this paper is to recognize the speaker by using simple MATLAB programming. In system we compute pitch feature audio signal speaker. By finding out closest from database can be easily recognize. very correctly verify testing many times. Key Words: System design, ,pre-processing, FFT, Pitch, training, testing.