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 Glenn Miller & His Orchestra Plus Special Guests: In The Mood, was released in the year 2013. The duration of the song is 3:21. Download English songs online from JioSaavn.