Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Glenn Miller. Chattanooga Choo Choo, from the album Hits From the 40's, was released in the year 2008. The duration of the song is 3:32. Download English songs online from JioSaavn.