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The Post says Simmons, 32, and Hounsou, 43, her boyfriend of one year, had been trying to get pregnant.
Simmons has two daughters, Ming Lee Simmons, 8, and Aoki Lee Simmons, 5, with ex husband Russell Simmons, whom she split from in March 2006. They had been married since 1998.
A rep for Simmons told Usmagazine.com, "There is no comment at this time."
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