Earl Wray Vaughn was born on June 17, 1928 to John H. and Lelia F. Vaughn in their farmhouse located in the Oregon Hill Community of Rockingham County, North Carolina.
Following his discharge, he used the benefits of the G.I. Bill to continue his education at the University of North Carolina at Chapel Hill (UNC-CH).