Meaning: This sentence emphasizes the importance of taking action and letting your actions speak for themselves, rather than just talking about what you are going to do.
Choice of Words: The word "actions" means the things that you do. "Speak" means to make sounds with your mouth. "Louder" means making more noise. "Words" means the things that you say. The sentence means that what you do is more important than what you say.