Fatone, 42, and Baldwin, a screenwriter, were married in 2004 after dating for nearly a decade, Us Weekly reported. The couple has two daughters.
Fatone has been dating Izabel Araujo for more than four years. According to court records in Orange County, Florida, Fatone filed for divorce from Baldwin on May 13. He also confirmed the split to Us Weekly at the Critics' Choice Real TV Awards on Sunday, telling the magazine he was "going through a divorce."
"Although Joey and Kelly are finalizing their divorce, they fully support one another and remain committed to raising their two daughters," a representative for Fatone told Us Weekly.
According to court documents in Orange County, the couple have a prenuptial agreement that covers child support and alimony.
Fatone and Araujo, 33, began dating in October 2014, Us Weekly reported.
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