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Using undocumented TextRecognize options as you can see here, you can do:

create a textLinesImg like this:

Manipulate[
 Column[TextRecognize[Binarize[#, b], "SegmentationMode" -> 7] & /@ 
   textLinesImg]
 , {{b, 0.9}, 0, 1}
 , ContinuousAction -> False
 ]