Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Cab Calloway and His Orchestra. Chattanooga Choo Choo, from the album Jungle King, was released in the year 2014. The duration of the song is 2:41. Download English songs online from JioSaavn.