Candy Lips"Candy Lips" is a song written by Fred Rose and performed by Doris Day featuring Johnnie Ray with Paul Weston and His Orchestra. In 1953, the track reached No. 17 on the US chart.Other VersionsElmo Tanner and His Dixielanders released a version of the song as the B-side to his 1951 single "Whistlin' Paper Boy".