Listen to In the Mood online. In the Mood is an English language song and is sung by Glenn Miller and His Orchestra. In the Mood, from the album The Fabulous Big Band Collection - More Fabulous Big Band, was released in the year 2008. The duration of the song is 3:31. Download English songs online from JioSaavn.