Listen to Dream Train online. Dream Train is an English language song and is sung by Frank Parker, Phil Dewey and Nat Shilkret Orchestra. Dream Train, from the album Roaring '20s Jazz, was released in the year 2009. The duration of the song is 3:11. Download English songs online from JioSaavn.