Let's start out with what should be an easy one, presuming you have at least a passing knowlege of Jolson material. Which famous Jolson song is not in the film biography of Al Jolson, The Jolson Story? You said 2. Swanee Of course, the funny thing is that this is the one song that Al Jolson, not Larry Parks, really did sing in the film. With a long shot on a runway, Jolie, himself, sang and gave his special dance to Gershwin's immortal "Swanee."