Joseph A. White II was born in Mebane, North Carolina on February 8, 1918 to Joseph and Lillian White. He spent his childhood years in Greensboro, North Carolina, where he met his wife to be B. Elizabeth Taylor; daughter of Dr. and Mrs. Raymond Taylor) in the First Baptist Church of Greensboro at the tender age of nine years old.