Listen to Follow That Dream online. Follow That Dream is an English language song and is sung by Elvis Presley. Follow That Dream, from the album Simply Elvis, Vol. 2, was released in the year 2013. The duration of the song is 1:39. Download English songs online from JioSaavn.