Listen to I Won't Dance online. I Won't Dance is an English language song and is sung by Eddy Duchin Orchestra and Lew Sherwood. I Won't Dance, from the album Big Band Swing From The '20s & '30s, was released in the year 2010. The duration of the song is 3:01. Download English songs online from JioSaavn.