Listen to Coney Island Baby online. Coney Island Baby is an English language song and is sung by The Excellents. Coney Island Baby, from the album Doo Wop Classics Vol. 2, was released in the year 2009. The duration of the song is 2:12. Download English songs online from JioSaavn.