Listen to Don't Be That Way online. Don't Be That Way is an Unknown language song and is sung by Andrej Hermlin & his Swing Dance Orchestra. Don't Be That Way, from the album Benny Goodmans Original Carnegie Hall Concert, was released in the year 2004. The duration of the song is 3:38. Download Unknown songs online from JioSaavn.