Listen to Oh Happy Day online. Oh Happy Day is an English language song and is sung by Joan Baez. Oh Happy Day, from the album The Greatest Hits (Remastered), was released in the year 2000. The duration of the song is 3:39. Download English songs online from JioSaavn.