- Chattanooga Choo Choo(1941) (uncredited)Music by Harry WarrenLyric by Mack GordonPerformed by Glenn Miller and His OrchestraSung by Tex Beneke, Paula Kelly, and The Modernaires, then danced and sung by The Nicholas Brothers and Dorothy Dandridge
- I Know Why (and So Do You)(1941) (uncredited)Music by Harry WarrenLyric by Mack Gordon
- It Happened in Sun Valley(1941) (uncredited)Music by Harry WarrenLyric by Mack GordonPerformed by "first band"Sung by Lynn Bari (dubbed by Pat Friday), later sung by entire Glenn Miller and His Orchestra including all vocalists except Ray Eberle
- The Kiss Polka(1941) (uncredited)Music by Harry WarrenLyric by Mack GordonPerformed over opening credits by Glenn Miller and His Orchestra, then by singing ensemble later in movie
- At Last(1942) (uncredited)Music by Harry WarrenPerformed by Glenn Miller and His Orchestra as an instrumental after "In The Mood" sequence,and at end of movie in ice-skating sequence
- Moonlight Serenade(1939) (uncredited)Music by Glenn MillerPerformed as instrumental by Glenn Miller and His Orchestra
- In the Mood(1939) (uncredited)Music by Joe GarlandArranged by Eddie DurhamPerformed by Glenn Miller and His OrchestraTenor Sax Battle between Tex Beneke and Al KlinkHot Trumpet Solo by Billy May
- The Farmer in the Dell(uncredited)TraditionalPlayed by Glenn Miller and His Orchestra at Ellis Island
- She'll Be Comin' 'Round the Mountain When She Comes(uncredited)TraditionalPlayed as part of the score when Milton Berle skis erratically down the slopes
- Jingle Bells(1857) (uncredited)Music by James PierpontPlayed as part of the score when Milton Berle skis erratically down the slopes
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