Listen to Come Back, Sweet Papa online. Come Back, Sweet Papa is an English language song and is sung by Firehouse Five Plus Two. Come Back, Sweet Papa, from the album The Legendary Music of Artie Shaw, Firehouse Five plus Two, Dizzy Gillespie, Chet Baker and Other Hits, Vol. 4 (150 Songs), was released in the year 2013. The duration of the song is 3:31. Download English songs online from JioSaavn.