Mancini worked on the movie "The Glenn Miller Story" as consultant and arranger. He realized that there were scenes in the film where MIller's songs wouldn't fit, therefore he wrote this "Love Theme", his first film song. Soon after, Don Raye added lyrics and the song was re-named "Too Little Time". The film version of the song wasn't included in the 1954 soundtrack album.