- Keep Your Powder DryMusic by Jule StyneLyrics by Sammy Cahn[Performed by the impromptu party attendees at the Conway house]
- Janie's Here(uncredited)[Played over the opening credits]
- Mademoiselle from Armentières(uncredited)Sung by Robert Benchley[John sings snippets of the song at the Conway house as he plays the piano standing up]
- Avalon(uncredited)Music by Vincent Rose (based on "E lucevan le stelle" from the opera "Tosca" by Giacomo Puccini)[Played during the blanket party]
- They're Either Too Young or Too Old(uncredited)Music by Arthur SchwartzLyrics by Frank LoesserSung by Barbara Brown and Robert Benchley
- The Campbells Are Coming(uncredited)Traditional[Played on the bagpipes]
- My Old Kentucky Home, Good Night(uncredited)Music by Stephen Foster[Played on the banjo during the boat ride]
- It Had to Be You(uncredited)Music by Isham Jones[Played during the boat ride]
- Time Waits for No One(uncredited)Music by Cliff Friend[Played when Elsbeth is about to leave to visit her grandmother]
- William Tell Overture(uncredited)Music by Gioachino Rossini[Played on the radio on the bus]
- Don't Give Up the Ship(uncredited)Music by Harry Warren[Played when the sailor walks into the party]
- The Sailor's Hornpipe(uncredited)Traditional
- You're in the Army Now(uncredited)Music by Isham JonesLyrics by Tell Taylor and Ole Olsen
- Wings Over the Navy(uncredited)Music by Harry Warren[Played when Scooper is talking to the colonel]
- The Marine Hymn(uncredited)From "Geneviève de Brabant"Music by Jacques Offenbach[Played when the marines come to town]
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