Listen to Come Back, Sweet Papa online. Come Back, Sweet Papa is an English language song and is sung by Louis Armstrong. Come Back, Sweet Papa, from the album Louis Armstrong Hot Fives and Hot Sevens, Vol. 1, was released in the year 2013. The duration of the song is 2:28. Download English songs online from JioSaavn.