Listen to Don't Be That Way online. Don't Be That Way is an English language song and is sung by Benny Goodman Orch.. Don't Be That Way, from the album The Orchestra Legends Vol 7, was released in the year 2011. The duration of the song is 3:21. Download English songs online from JioSaavn.