Al-Onaizan and Knight (2002) report a 1best accuracy of 0.199 on a corpus of Arabic person names (but an accuracy of 0.634 on English names), using a "spelling-based" model, i.e., a model which has no access to phonetic information.
the details of their experiment and model differ from ours in a number of respects.