People.com said the 40-year-old film star and Parker -- a writer, director and producer -- expect to welcome the latest addition to their family next year.
The baby's gender was not disclosed.
Newton and Parker married in 1998 and are the parents of daughters Nico, 8, and Ripley, 12.
Newton's film "Half of a Yellow Son" screened Sunday at the Toronto International Film Festival.
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