Listen to I Only Have Eyes For You online. I Only Have Eyes For You is an English language song and is sung by Art Tatum. I Only Have Eyes For You, from the album Complete Masterpieces Part 2, was released in the year 2014. The duration of the song is 2:51. Download English songs online from JioSaavn.