Listen to Pretty Baby online. Pretty Baby is an English language song and is sung by Gene Vincent And His Blue Caps. Pretty Baby, from the album Lotta' Lovin' Best Of Gene Vincent And His Blue Caps, was released in the year 2010. The duration of the song is 2:28. Download English songs online from JioSaavn.