Try to find some easy comic books, and just read them. Don't worry about understanding all of it, or about looking words up. Just try and figure out what it means as you go along. Once you can do that, give young adult novels a try.
方言 in your first post should be 話し方 or しゃべり方. 方言 means dialect.