Cross-language Framework for Word Recognition and Spotting of Indic Scripts.

•We introduce a cross-language-based text recognition and word spotting in handwritten recognition platform.•A novel script similarity measure evaluation is proposed for selecting source script for better cross-language handwriting recognition.•This cross-language text recognition paradigm will help for developing recognition and spotting approaches of low resource scripts.