Listen to I Only Have Eyes for You online. I Only Have Eyes for You is an English language song and is sung by Roy Eldridge, Dizzy Gillespie, Oscar Peterson, Herb Ellis and Ray Brown. I Only Have Eyes for You, from the album Ellis in Wonderland - 50 Classic Tracks, was released in the year 2014. The duration of the song is 7:17. Download English songs online from JioSaavn.