Listen to You Can't Judge a Book online. You Can't Judge a Book is an English language song and is sung by Rick Springfield. You Can't Judge a Book, from the album Mission Magic, was released in the year 2006. The duration of the song is 2:28. Download English songs online from JioSaavn.