The couple are reported to have made the announcement to friends and family at the Valentino Fall 2008 show at Paris Fashion Week.
Winona, 36, and Rilo Kiley guitarist Blake have been dating since October.
The actress was previously engaged to Johnny Depp, 44, with whom she starred in the 1990 film Edward Scissorhands.
Winona's agent has denied the reports.
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