Looks like you're out of luck.
http://cython.readthedocs.org/en/latest/src/tutorial/numpy.html
Some data types are not yet supported, like boolean arrays and string arrays.
This answer is no longer valid as shown by Saullo Castro's answer, but I'll leave it for historical purposes.