The PDF you posted already has the text, though, suggesting it's already been subject to an OCR process and the result seems to be better than what you're getting.

__________________
Cheers,
Paul Edstein
[Fmr MS MVP - Word]

Yeah, unfortunately it isn't representative of the entire document, and much of it is just treated as images, so isn't easily OCR'd.