Listen to Baby Won't You Please Come Home online. Baby Won't You Please Come Home is an English language song and is sung by Count Basie and Joe Williams. Baby Won't You Please Come Home, from the album A Music Collection: Sentimental Journey, was released in the year 2010. The duration of the song is 2:29. Download English songs online from JioSaavn.