Check out the articles below to try and recover your iTunes library.
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I have had this same problem. I followed the instructions provided in the links. The instructions returned the missing *names* to my library, however the actual *files* are still missing. They are not associated with the file names. I have tried to manually find the files, but they appear to have disappeared. How is this possible???