Listen to Papa Loves Mambo online. Papa Loves Mambo is a Latin language song and is sung by Xavier Cugat And His Orchestra. Papa Loves Mambo, from the album Latin Hits of the '60s (Cha Cha Cha Gold), was released in the year 2015. The duration of the song is 2:19. Download Latin songs online from JioSaavn.