"I've Heard That Song Before" is a 1942 American popular song about nostalgia with music by Jule Styne and lyrics by Sammy Cahn. It was introduced by Martha O'Driscoll (dubbed by Margaret Whiting) in the 1942 film Youth on Parade. The song was nominated for the Academy Award for Best Original Song in 1942 but lost out to “White Christmas”.