Can I make Japanese friends this way?

I’m a guy. Let’s say I travel to the rural/countryside areas beyond the tourist attractions in Japan. If I express a genuine interest for their culture, cuisine, and language, would I be able to make friends and romance? Would it be a huge plus if my Japanese is decent?
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