Listen to In the Mood online. In the Mood is an English language song and is sung by Glen Miller. In the Mood, from the album Greatest Hits of a Decade. 40´s Chart Toppers, was released in the year 2012. The duration of the song is 3:32. Download English songs online from JioSaavn.