Listen to Hey Baby Lets Go Downtown online. Hey Baby Lets Go Downtown is an English language song and is sung by Joe Therrien and The Rockets. Hey Baby Lets Go Downtown, from the album Soda Shop Rock, Vol. 1, was released in the year 2013. The duration of the song is 2:17. Download English songs online from JioSaavn.