I think it's because the fonts are not embedded in the PDF file and pdftoppm seems to be unable to find the missing fonts in the fonts folder. Try again with embedded fonts or try to install the missing fonts (the first would be easier I guess).
I've attached the converted PDF how it would look if you had the required fonts installed.
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