Listen to Baby It's Cold Outsie online. Baby It's Cold Outsie is an English language song and is sung by Dinah Shore and Buddy Clarke. Baby It's Cold Outsie, from the album 49 Essential Hollywood Classic Songs, was released in the year 2011. The duration of the song is 2:22. Download English songs online from JioSaavn.