Listen to Little Bitty Pretty One online. Little Bitty Pretty One is an English language song and is sung by Thurston Harris and The Sharps. Little Bitty Pretty One, from the album Lipstick On Your Collar, was released in the year 2010. The duration of the song is 2:22. Download English songs online from JioSaavn.