This paper proposes a voice synthesizer to convert a single speech to multiple speeches. Pitch is an important voice characteristic of speech parameter and it is produced by the periodic vibration of the vocal-cords; the parameter most sensitive for human's auditory sense. So if you change the pitch of the voice with several different scaling rates, you can produce several different voices at the same time with a voice. The Multiple-Speech Synthesizer will be used in diverse practical applications. The cheer synthesizer that makes group voice from a single voice would be such an example. You could also use the system for a troll toy, birthday song tracks, effect sounds in movies and plays, protection systems of houses, etc. Furthermore, the synthesizer could be used to imitate the voice of famous entertainers or cartoon characters, such as the Mask-man.