Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Cab Calloway. Chattanooga Choo Choo, from the album Just, was released in the year 2015. The duration of the song is 2:38. Download English songs online from JioSaavn.