EnglishHindiTranslationNLP

Aimed to create a language translator for translating Hindi to English and vice versa for customer support systems
Trained an LSTM model on IIT-B Hindi-English corpus for short sequence translation (Bleu score 50.03)
Finetuned XLM-Roberta for longer sequence translation to cover all the corner cases (Bleu score 59.3)
Finally built a module of both models with a Web API using flask to make the project ready for final deployment

Additional Info

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
models		models
weights		weights
.gitignore		.gitignore
Infrence with LSTM for Translation.ipynb		Infrence with LSTM for Translation.ipynb
LICENSE		LICENSE
README.md		README.md
Training LSTM for Translation.ipynb		Training LSTM for Translation.ipynb
config.py		config.py
dataset.py		dataset.py
helper.py		helper.py
preprocess.py		preprocess.py
translate.py		translate.py