Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Glenn Miller Orchestra. Chattanooga Choo Choo, from the album In The Mood, was released in the year 2016. The duration of the song is 4:45. Download English songs online from JioSaavn.