Listen to There Goes That Song Again online. There Goes That Song Again is an English language song and is sung by Anne Shelton. There Goes That Song Again, from the album All Time Classics Vol. 1, was released in the year 2009. The duration of the song is 3:11. Download English songs online from JioSaavn.