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 Hermes House Band. Can't Take My Eyes off You, from the album I Love Dance, was released in the year 2014. The duration of the song is 4:15. Download English songs online from JioSaavn.