Early life

Rich was born in Colt, Arkansas, to rural cotton farmers. He graduated from Consolidated High School in Forrest City, where he played saxophone in the band. He was strongly influenced by his parents, who were members of the Landmark Missionary Baptist Church; his mother, Helen Rich, played piano in church and his father sang in gospel quartets. A black sharecropper on the family land named C. J. Allen taught Rich blues piano. He enrolled at Arkansas State College