Listen to I Only Have Eyes For You online. I Only Have Eyes For You is an English language song and is sung by Frank Sinatra. I Only Have Eyes For You, from the album I Just Love The Rat Pack, was released in the year 2013. The duration of the song is 3:30. Download English songs online from JioSaavn.