Listen to You Must Have Been a Beautiful Baby online. You Must Have Been a Beautiful Baby is an English language song and is sung by Bing Crosby. You Must Have Been a Beautiful Baby, from the album The Great Songwriters - Harry Warren, was released in the year 2012. The duration of the song is 2:57. Download English songs online from JioSaavn.