Listen to Don't Be That Way online. Don't Be That Way is an English language song and is sung by Louis Armstrong and Ella Fitzgerald. Don't Be That Way, from the album Ella & Louis - Duets, was released in the year 2010. The duration of the song is 5:01. Download English songs online from JioSaavn.