Listen to Johnny Loves Me online. Johnny Loves Me is an English language song and is sung by Shelley Fabares. Johnny Loves Me, from the album Dancin' Party, was released in the year 2016. The duration of the song is 2:25. Download English songs online from JioSaavn.