Listen to Guess Who's in Town online. Guess Who's in Town is an English language song and is sung by Ethel Waters & James P. Johnson. Guess Who's in Town, from the album Am I Blue? (Original Recodings from Her Movies 1928 - 1929), was released in the year 2014. The duration of the song is 3:02. Download English songs online from JioSaavn.