That looks like a page scan not actual text. Can you select the text and copy/paste it? And just to note, the fonts in the viewer will only apply if the book you are viewing does not specify its own fonts. If you want to remove the fonts from a conversion, use the Look & feel->Styling section of the conversion dialog.
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