Listen to Chattanooga Choo Choo online. Chattanooga Choo Choo is an English language song and is sung by Glen Miller & His Orchestra. Chattanooga Choo Choo, from the album Pure Big Band Magic, was released in the year 2011. The duration of the song is 3:22. Download English songs online from JioSaavn.