Following an early marriage in his 20's, Burton married for a second time, from 1975-84, to Catherine Goldwyn, granddaughter of film producer Samuel Goldwyn (1879-1974).
By the 1980s, Burton was in a gay relationship and he came out publicly in a 1994 radio interview with Terry Gross, making him one of rather few openly gay jazz musicians of prominence [REF].