My Fair Lady Actor: Wilfrid Hyde-White, Audrey Hepburn, Rex Harrison, Stanley Holloway Director: George Cukor Genre: Drama, Romance, Musical, Family Nation USA Year 1964 Share: Synopsis 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.