Listen to You Can't Judge a Book online. You Can't Judge a Book is an English language song and is sung by The Rockabilly Rollers. You Can't Judge a Book, from the album A Tribute to Rockabilly (Greatest Artists of Rock-a-billy), was released in the year 2010. The duration of the song is 3:05. Download English songs online from JioSaavn.