Listen to Take Me Back, Baby online. Take Me Back, Baby is an English language song and is sung by Billie Holiday and Jimmy Rushing. Take Me Back, Baby, from the album Blue Skies, was released in the year 2017. The duration of the song is 3:11. Download English songs online from JioSaavn.