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 Billie Holiday. Let's Call The Whole Thing Off, from the album Only Big Hits, was released in the year 2015. The duration of the song is 3:21. Download English songs online from JioSaavn.