Listen to A Woman Alone With the Blues online. A Woman Alone With the Blues is an English language song and is sung by Peggy Lee. A Woman Alone With the Blues, from the album Love Me, was released in the year 2016. The duration of the song is 3:10. Download English songs online from JioSaavn.