My Fair Lady(1964)Submitted by Share: My Fair Lady Academy Award – BEST PICTURE – 1964 Just as Professor Higgins decides he will change his lifestyle and manners so as to win back Eliza, she returns to him in spite of his domineering ways. Actor: Audrey Hepburn, Rex Harrison, Stanley Holloway, Wilfrid Hyde-White Director: George Cukor Genre: Drama, Family, Musical, Romance