An album of Glenn Miller's own recordings of those heard in the film was issued by RCA Victor as LPT-3057.

[2] A 1956 version of the collection was a 33 1/3 RPM vinyl LP album with James Stewart and June Allyson on the cover as Glenn and Helen Miller respectively.

This collection consisted of new studio recordings of the songs by an orchestra under the direction of Joseph Gershenson.

The album was re-released by Decca in an expanded stereo version in 1956 as DL78226 with two additional songs by Louis Armstrong and the All Stars,[3] "Basin Street Blues" and "Otchi-Tchor-Ni-Ya" or "Dark Eyes".

The 1956 expanded stereo re-release had two additional songs by Louis Armstrong and the All Stars: The Universal-International Orchestra consisted of: "#" indicates a former member of the civilian and/or AAF Glenn Miller bands The selections were recorded on December 1, 1953.