The rocker asked for her hand in marriage last week. A wedding date has not yet been set.
Durst has been married before. In 1990, he wed Rachel Tergesen, and the two were later divorced. The singer is also the father of two, Adriana, 4, and a son, Dallas, from a previous relationship.