Bad encoding PDF using PDF2IMAGE python

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I'm trying to convert PDF to PNG using pdf2image. Normally it's working good, but for one PDF the text is completely different. It seems to be the encoding but I cannot find any way to solve it. pdf2image can handle this case ? Is it possible to correct the PDF encoding before use pdf2image ? Thanks for help.

original pdf

converted pdf

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