Yes you need to install some fonts You can find a tutorial here http://www.linuxandubuntu.com/home/how-to-install-microsoft-fonts-in-ubuntu-linux You can find the fonts that tesseract use for the his command in the script language_specific.sh if i remember correctly. To find the location of this cript. Do a simple whereis tesstrain.sh
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