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Uh, this won't be awkward at all?

Despite their shocking split, announced late Friday, Jennifer Lopez and Marc Anthony still plan to join forces for Q'Viva!, a previously announced Latin reality competition.

"Q'Viva! the hotly anticipated 2012 celebration of Latin music, artistry and dance, is set to film this autumn in South America with Jennifer Lopez and Marc Anthony as previously announced," a rep for XIV Entertainment tells Us Weekly.

"Both Jennifer and Mark are committed to the Q'Viva! project and will work on it as planned. The show goes on!"

Announced earlier this year, Q'Viva! - The Chosen was the first joint TV project for the former couple, who have separated after seven years of marriage. In the show, Lopez, 41, and Anthony, 42, are set to to search for undiscovered talents in 21 countries in 21 countries across Latin America. (The series' other major collaborator is Simon Fuller, the mastermind behind American Idol.)