Listen to Dreamer With a Penny online. Dreamer With a Penny is an English language song and is sung by Dean Martin. Dreamer With a Penny, from the album I'll Always Love You, was released in the year 2014. The duration of the song is 2:40. Download English songs online from JioSaavn.