Rename Files with Data From PDF

I have a sound effects library that I ripped from CDs and they are all named non meaningfully. ie. Track 1, Track 2 etc. The library comes with a PDF which lists all the track names and file descriptions for each sound. I would like to rename all the tracks to the track name according to the PDF and add comments to the files using the descriptions from the PDF. Any suggestions on how to do this with automator or any other program? I have never used automator...

Were these originally from commercial sound effects CDs, or homemade ones? If commercial, can you re-burn them to CDs, or maybe use a CD-RW? Then see if iTunes can pull the track names off of the internet?
I have been absolutely astounded at what iTunes has been able to find for track names.

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