Transliteration with Deep Learning
Project description
DeepTranslit: For better transliteration of Indic languages.
Documentation is available at http://bpraneeth.com/docs/deeptranslit
Usage
from deeptranslit import DeepTranslit
transliterator = DeepTranslit('hindi')
# Currently hindi (hi) is the only supported language.
transliterator.transliterate('mai mbbs complete karliya')
[('मैं एमबीबीएस कम्प्लीट करलिया', 4), ('मैं एमबीबीएस कंप्लीट करलिया', 4), ('मैं एमबीबी कम्प्लीट करलिया', 4)]
Notes:
- The dataset is created from various sources (translation corpora, wikipedia parallel titles etc..).
- Transliteration for low resource languages is not an easy task and will never be perfect. This module is still in beta and not perfect.
TODO:
- Add local caching for faster transliteration.
- Support for more languages.
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