Listen to Nuthin' To Lose online. Nuthin' To Lose is an English language song and is sung by Dean Martin. Nuthin' To Lose, from the album Dean Martin -Two, was released in the year 2011. The duration of the song is 2:46. Download English songs online from JioSaavn.