Remembering Audrey Hepburn and Rex Harrison in... My Fair Lady, 1964 🎥 Ascot Horse Race Scene My Fair Lady is a 1964 American musical drama film adapted from the 1956 Lerner and Loewe stage musical based on George Bernard Shaw's 1913 stage play Pygmalion. With a screenplay by Alan Jay Lerner and directed by George Cukor, the film depicts a poor Cockney flower-seller named Eliza Doolittle who overhears an arrogant phonetics professor, Henry Higgins, as he casually wagers that he could teach her