Wilson and Crowe separated in 2008.
Wilson is seeking joint custody of there twin 10-year-old sons.
Crowe is known for directing films such as "Jerry Maguire" and "Say Anything." He won an Oscar for writing the screenplay for the film "Almost Famous."
The Associated Press contributed to this report.
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