If you have watchdog installed:
https://pypi.python.org/pypi/watchdog
Jacob Kaplan Moss came up with this very nice one liner to do this.
$ watchmedo shell-command \
--patterns="*.txt" \
--ignore-pattern='_build/*' \
--recursive \
--command='make html'
change to .rst if that is what your Sphinx docs make, etc.