Listen to Let's Call The Whole Thing Off online. Let's Call The Whole Thing Off is an English language song and is sung by Fred Astaire. Let's Call The Whole Thing Off, from the album Leopard Lady, was released in the year 2015. The duration of the song is 4:24. Download English songs online from JioSaavn.