Listen to Can't Take My Eyes Off You online. Can't Take My Eyes Off You is an English language song and is sung by Shep Fields and His Orchestra. Can't Take My Eyes Off You, from the album Those Were the Days: Shep Fields & His Rippling Rhythm With Gene Merlino, was released in the year 2008. The duration of the song is 3:15. Download English songs online from JioSaavn.