Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Glenn Miller and His Orchestra. Chattanooga Choo Choo, from the album Only Big Hits, was released in the year 2015. The duration of the song is 3:26. Download English songs online from JioSaavn.