Listen to Rhinestone Cowboy online. Rhinestone Cowboy is an English language song and is sung by Johnny Peters. Rhinestone Cowboy, from the album Home & Beyond, was released in the year 2012. The duration of the song is 3:25. Download English songs online from JioSaavn.