Listen to Take Me Back Baby online. Take Me Back Baby is an English language song and is sung by Count Basie and His Orchestra. Take Me Back Baby, from the album Bon Voyage, was released in the year 2016. The duration of the song is 2:57. Download English songs online from JioSaavn.