Listen to Come Join Hands online. Come Join Hands is an English language song and is sung by Gwendolyn and the Good Time Gang. Come Join Hands, from the album Gwendolyn and the Good Time Gang, was released in the year 2003. The duration of the song is 2:11. Download English songs online from JioSaavn.