Listen to Catholic Song online. Catholic Song is an English language song and is sung by I Spit On Your Gravy. Catholic Song, from the album St. Kilda's Still Alright!, was released in the year 2009. The duration of the song is 3:28. Download English songs online from JioSaavn.