Harry Warren and Al Dubin wrote two songs that were not used in the final print: "Stars Over Broadway" and "The Song of the Gigolo".
Two cast members in studio records/casting call lists did not appear or were not identifiable in the movie. These were (with their character names): Pat C. Flick (The Greek) and 'Phil Regan' (Romeo). Regan had a production number with Jane Froman that was cut from the final print. A Modern source lists many other actors in the cast, two of which were not seen: Craig Reynolds (Announcer) and Bill Elliot (Young Man).