Listen to Let’s Call The Whole Thing Off (Shall We Dance) online. Let’s Call The Whole Thing Off (Shall We Dance) is an English language song and is sung by Fred Astaire, Johnny Green and His Orchestra. Let’s Call The Whole Thing Off (Shall We Dance), from the album The Essential Collection, was released in the year 2006. The duration of the song is 3:14. Download English songs online from JioSaavn.