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transliteration's Introduction

transliteration

RNN powered english-hindi transliteration

A GRU model is trained to transliterate hindi to english. Transliterate means converting one language word to another, it sound's same.
Example:
English : sudarsan
Hindi : सुदरसान (Output of above model!!)


A single layer GRU with 512 hidden nodes and attention mechanism is trained in english-hindi transliteration dataset. Execute the transliteration.py it asks for a english word and it provides hindi text which sounds same.



To run above file, pytorch is required!!!

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