Listen to In the Mood online. In the Mood is an English language song and is sung by Glenn Miller. In the Mood, from the album #1s (The Best Compilation Ever - 100 Classics Remastered), was released in the year 2015. The duration of the song is 3:33. Download English songs online from JioSaavn.