Listen to Baby, It's Cold Outside (From the Movie "Elf") online. Baby, It's Cold Outside (From the Movie "Elf") is an English language song and is sung by The Hit Co.. Baby, It's Cold Outside (From the Movie "Elf"), from the album Fires, Snow, And Mistletoe: Christmas Love Songs, was released in the year 2005. The duration of the song is 3:37. Download English songs online from JioSaavn.