Mitzi \m(i)-tzi, mit-zi\ as a girl's name is pronounced MIT-zee. It is of German origin. Pet name for Mary (Latin) "star of the sea" and Marie. Actress Mitzi Gaynor.
For more information, see also the related name Miriam.
A baby name that sounds like Mitzi is Madzia.