Listen to You Can't Stop Me from Drinking online. You Can't Stop Me from Drinking is an English language song and is sung by Rhythm Willie and Peetie Wheatstraw. You Can't Stop Me from Drinking, from the album Harmonica Blues, was released in the year 2009. The duration of the song is 2:33. Download English songs online from JioSaavn.