How are new communities created on Lemmy?

There absence of a few subreddits here in lemmy world are making my experience somewhat incomplete. I was really into r/noiserock on reddit and would like to help re-create that community. It does not seem as straight forward though. Am I only allowed to create communities on my instance? I guess, in general, how are new communities started?