Listen to Come On Eileen online. Come On Eileen is an English language song and is sung by Dexys Midnight Runners. Come On Eileen, from the album Tommy Boy (The Movie), was released in the year 1995. The duration of the song is 4:07. Download English songs online from JioSaavn.