Listen to I Won't Dance online. I Won't Dance is an English language song and is sung by Art Tatum, Roy Eldridge and John Simmons. I Won't Dance, from the album The Only Jazz Album You'll Ever Need, was released in the year 2014. The duration of the song is 3:31. Download English songs online from JioSaavn.