Born in Indianapolis, Indiana, Finch's family moved to Hialeah, Florida, when he was an infant.
Within weeks of meeting, the Finch/Casey songwriting collaboration began, with their first hit song recorded by Betty Wright and George McCrae ("Where Is the Love" and "Rock Your Baby").