Listen to Come Softly To Me online. Come Softly To Me is an English language song and is sung by Kaye Sisters and Frankie Vaughan. Come Softly To Me, from the album That Fifties Flavour Vol 41, was released in the year 2011. The duration of the song is 2:21. Download English songs online from JioSaavn.