Hi,
CleanMart is well supported by multi-language websites.
What kind of problem you are getting when you enable CleanMart? Is problem related to language? Please be more specific. If you are working in a live server, provide me a URL of your website so i can check it out. If not, you can provide some screenshots. Without knowing what goes wrong; i can't help you
regards.