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 Take Me Home Tonight, was released in the year 2011. The duration of the song is 4:06. Download English songs online from JioSaavn.