"Idol" judges Simon Cowell, Paula Abdul and Randy Jackson wanted to appear in "Life is Not a Fairy Tale," based on Barrino's autobiography, but "we couldn't make it happen due to timing," a Lifetime spokeswoman told Friday's New York Post.
The film, parts of which were shot in New Orleans, is scheduled to air on the cable channel later this summer.
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