Listen to Unhappy Blues online. Unhappy Blues is an English language song and is sung by Mississippi Sheiks. Unhappy Blues, from the album Mississippi Sheiks Vol. 2 (1930 - 1931), was released in the year 2005. The duration of the song is 3:21. Download English songs online from JioSaavn.