README.md

---
title: Trasnliteration Devnagri
emoji: 👁
colorFrom: gray
colorTo: green
sdk: gradio
sdk_version: 3.27.0
app_file: app.py
pinned: false
license: other
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Steps to use the Demo App :
1. Enter your text in the input field.
2. The Output textbox will display the transliterated value of the input text. 

I referred to several online resources to understand the task of transliteration. Some of the links are mentioned below :
1. https://prateekjoshi.medium.com/english-to-hindi-translation-made-simple-with-transformers-library-33f64f745552

2. https://github.com/typecaster/Text-Transliteration

3. https://aclanthology.org/W18-2411.pdf

Moreover, I have made use of the repository mentioned in the second point. 
I have trained that model on the “NEWS2018 DATASET_04” section English to Hindi dataset (provided in the document by you).
I trained the model on Kaggle. The Kaggle training notebook link is as follows : https://www.kaggle.com/harshvardhan26/transliteration-task-devnagri/edit
Also, the training result such as accuracy and loss of model has been added as a screenshot among the files.