Annie's second solo album, Medusa, was originally released in 1995. Consisting entirely of cover songs, Medusa, has sold over 6 million copies worldwide to date, and is certified double platinum in both the U.K. (where it debuted at no. 1 in the albums charts), and the U.S, (where it spent 60 weeks in the Billboard 200 charts). 

Medusa yielded four singles, including ‘No More I Love You’s’ which entered the UK Singles chart at No. 2 (Annie's highest ever solo peak), and won ‘Best Pop Vocal Performance (Female)’ at the 1996 Grammys and was nominated for ‘Best British Single’ at the 1996 Brit Awards where Annie won ‘Best British Female’ for the second time.