Best methodology to memorize pitch accents

I’ve reached a solid N2 and want to start working more on getting a natural sounding voice. Ive learned about how pitch accent works and all that and the patterns they fall into but aside from that…how do i memorize it for every word? Is it one of those things where it just works after paying enough attention to how natives speak?