Jovovich has contributed tracks to several of her film soundtracks, including "The Million Dollar Hotel" (2000) and "Dummy" (2002), and has also provided songs for the soundtracks of films in which she has not acted such as "Underworld" (2003) produced by musician Danny Lohner who was the bass player in Nine Inch Nails for many years. Her song "The Gentlemen Who Fell" was featured on "The Rules of Attraction" soundtrack in 2002. In 2001, Jovovich was one of many celebrities whose vocals were featured in a cover of "We are Family" to raise money for the American Red Cross. She has appeared as guest vocalist on the song "Former Lover" on Deepak Chopra's album, "A Gift of Love II: Oceans of Ecstasy" (2002) and "Legion of Boom" (2004) by The Crystal Method.