Tipton was born in Oklahoma City, Oklahoma and grew up in Kansas City, Missouri. His aunt raised him after his parents' divorced. He became interested in music in high school, especially jazz. He studied piano and saxophone. He went back to Oklahoma for his last year of high school and joined the school band there. His nickname in high school was "Tippy".