
Conley was born in McIntosh County, Georgia, U.S., and grew up in Atlanta. He first recorded in 1959 as the lead singer of Arthur & the Corvets. With this group, he released three singles in 1963 and 1964—"Poor Girl", "I Believe", and "Flossie Mae"—on the Atlanta-based record label, NRC Records.