How to stop translating words in my head?

Hi everyone! I am a beginner and I find myself translating every single word back to English in my head. It makes speaking and reading feel so slow. Does anyone have advice on how to connect words directly to their meaning? I want to stop relying on my dictionary so much and just understand things more naturally. Any simple methods you use would be so helpful!