Listen to Joan Rivers online. Joan Rivers is an English language song and is sung by Buddy Lester and Joan Rivers. Joan Rivers, from the album Buddy Lester's Their Favorite Joke, was released in the year 2001. The duration of the song is 0:24. Download English songs online from JioSaavn.