Listen to I Only Have Eyes For You online. I Only Have Eyes For You is an English language song and is sung by Ella Fitzgerald. I Only Have Eyes For You, from the album Super Deluxe Edition, was released in the year 2016. The duration of the song is 2:35. Download English songs online from JioSaavn.