In May 1999, Jovovich along with Chris Brenner formed an experimental band called Plastic Has Memory, in which she wrote the songs, sang, and played electric guitar.
Kljub temu, da je leta 1998 posnela nekaj pesmi v sodelovanju s podjetjem The People Tree Sessions, do danes še ni izdala svojega drugega albuma.