Frank was born in the then-divided city of West Berlin in 1953. He was classically trained at the Berlin Conservatory, studying modern classical composers such as Stockhausen and Cage, but also played in jazz and rock bands, in which he played a variety of instruments. An effort to establish his own recording studio in 1970 led to a meeting with Edgar Froese, who invited him to join Tangerine Dream.