Benny Goodman played all the clarinet music heard on the soundtrack himself, with the exception of the scene where the young Goodman first tried to play the clarinet - the squeaky notes were actually played by Steve Allen.
Already an accomplished piano player, Steve Allen learned how to play the clarinet for this film.