Listen to Candy Lips online. Candy Lips is an English language song and is sung by Doris Day, Paul Weston And His Orchestra and Johnnie Ray. Candy Lips, from the album Doris Day & Friends, was released in the year 2011. The duration of the song is 2:04. Download English songs online from JioSaavn.