Two years after divorcing her husband of 14 years, Robert “Mutt” Lange, Shania Twain is trying her hand at marriage once again. A rep for Twain confirmed to People that the singer is engaged to Frédéric Thiébaud, a Swiss executive. The couple began dating shortly after Twain’s well-publicized divorce; Thiébaud split with his wife, Marie-Anne, after it was rumored she had an affair with Lange.

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