iTRANSLIT

iTRANSLIT is a deep learning based transliteration package for indic language

Installation

pip install itranslit

Dependency

• pytorch 1.7.0 or 1.7.0+

NB: No GPU need. It's CPU based.

Supported Language and Language Code

API

from itranslit import Translit

translit = Translit('bn')
word = "aami"
output = translit.predict(word, topk=10)
print(output)

Datasets and Training Details

• We used Google Dakshina Dataset
• Thanks to AI4Bharat for providing training notebook with details explanation
• We trained Google Dakshina lexicons train datasets for 10 epochs with batch size 128, 1e-3, embedding dim = 300, hidden dim = 512, lstm, used attention
• We evaluated our trained model with Google Dakshina lexicon test data using AI4Bharat evaluation script
• You can find evaluation summary here