You can get the audio back. You have to submit the following to Youtube when you dispute the copyright:
"Copyright Disclaimer Under Section 107 of the Copyright Act 1976, allowance is made for "fair use" for purposes such as criticism, comment, news reporting, teaching, scholarship, and...