Latifa won the World Music Award 2004 for best selling artist in the Middle East and North Africa because of the album "Ma Etrohsh Ba'ed" ("Don't go away") produced in the year 2003 by Alam El Phan(Mazzica TV). In 2004, Latifa produced an album distributed by Warner Brothers France, titled "Les Plus Belles Chansons De Latifa" ("Latifa's Best Songs"). Although the album was mostly a collection of greatest hits, it also featured a brand-new Raï song called "Khalleoni" ("Let Me") that was Latifa's first attempt at Raï. In November, 2006 Latifa re-signed a contract with Rotana to distribute her records all over the Arab World.