* If you mean "stupid" or "unintelligent": The most common translation is dumm.
* If you mean "unable to speak": The word is stumm.
* If you mean "mute" (as in not speaking due to a disability): This is also stumm.
So, the answer isn't just one word. You need to consider the context.