Listen to Rocky Mountain Blues online. Rocky Mountain Blues is an English language song and is sung by Billie Holiday. Rocky Mountain Blues, from the album Billie Holiday - Satin & Soul, was released in the year 2010. The duration of the song is 3:02. Download English songs online from JioSaavn.