Listen to In the Mood online. In the Mood is an English language song and is sung by Glenn Miller & His Orchestra. In the Mood, from the album In the Mood for Swing, Vol. 1, was released in the year 2013. The duration of the song is 3:32. Download English songs online from JioSaavn.