Listen to Ice Ice Baby online. Ice Ice Baby is an English language song and is sung by Vanilla Ice. Ice Ice Baby, from the album Platinum Underground, was released in the year 2005. The duration of the song is 4:10. Download English songs online from JioSaavn.