Listen to That's What I Call Sweet Music online. That's What I Call Sweet Music is an English language song and is sung by Johnny Morris, Larry Alpeter, Paul Specht, His Orchestra and Bob Chester. That's What I Call Sweet Music, from the album "Retro-Specht" (1925 - 1931), was released in the year 2003. The duration of the song is 3:14. Download English songs online from JioSaavn.