Listen to Don't Be That Way online. Don't Be That Way is an English language song and is sung by Aaron Weinstein and John Pizzarelli. Don't Be That Way, from the album Blue Too, was released in the year 2008. The duration of the song is 2:37. Download English songs online from JioSaavn.