Remove all classes except one entered manually

I used this tutorial (http://www.kriesi.at/archives/improve-your-wordpress-navigation-menu-output) to customize the menu.

I added my own classes in Appearance-> Menus.

I would like to remove all other classes generated by wordpress except the one I entered. How can I do?

Sorry for my English. I do not speak very well.

Thanks in advance