http://openjpa.apache.org/builds/2.2.1/apidocs/org/apache/openjpa/audit/Auditor.html does the trick. It works (my bad, it was a misconfiguration of mine). Actually it works pretty well.
<property name="openjpa.Auditor" value="com.acme.Auditor(param2=10,param2='hello')"/>