Remove Password Fields in wp-signup.php?

Does anyone know how to remove the password fields and input descriptions in wp-signup.php? Maybe a filter in functions.php?

The reason I want remove them is because I found plugin that creates password fields already and I do not want to use the original fields...

http://wordpress.org/extend/plugins/cimy-user-extra-fields