Listen to Don't Be That Way online. Don't Be That Way is an English language song and is sung by Lionel Hampton and His Orchestra. Don't Be That Way, from the album Alabama Jazz Hall of Fame, was released in the year 2013. The duration of the song is 2:34. Download English songs online from JioSaavn.