Listen to Come Join The Band online. Come Join The Band is an English language song and is sung by The Ohio State University Marching Band. Come Join The Band, from the album Saturday Afternoon At Columbus, was released in the year 2012. The duration of the song is 1:00. Download English songs online from JioSaavn.