Early in his career, Tipton appeared as a male only as a musician. He appeared as a woman at other times. He lived with a woman named Non Earl Harrell. Other musicians thought this was a lesbian relationship. The relationship ended in 1942. Tipton's next relationship was with a singer known only as "June". This lasted for several years.