Silent film 'The Artist' is widely tipped to win the Best Picture gong at this year's Oscars, but the only silent film to previously win an Oscar for Best Picture was 'Wings' in 1929. The movie is about two young fighter pilots during World War I who starred Charles ‘Buddy’ Rogers, Richard Arlen, Clara Bow, and a young Gary Cooper.