A collaborative catalog of NLP resources for Indic languages
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Updated
Dec 14, 2024
A collaborative catalog of NLP resources for Indic languages
Resources and tools for Indian language Natural Language Processing
Indic-BERT-v1: BERT-based Multilingual Model for 11 Indic Languages and Indian-English. For latest Indic-BERT v2, check: https://github.com/AI4Bharat/IndicBERT
indicTranslate v1 - Machine Translation for 11 Indic languages. For latest v2, check: https://github.com/AI4Bharat/IndicTrans2
Resources to go with the Indic NLP Library
Codebase for Indic-Transliteration using Seq2Seq RNN. For latest repo with Transformer-based models, check: https://github.com/AI4Bharat/IndicXlit
Towards Building Text-To-Speech Systems for the Next Billion Users - Microsoft Research Intern Work - Accepted at ICASSP 2023
Software and Resources for Mitigating Online Gender Based Violence in India
Xlit-Crowd: Hindi-English Transliteration Corpus
Python library for converting numbers to words for all Indian Languages.
Curated list of publicly available parallel corpus for Indian Languages
A configurable engine for analysing multi-lingual and multi-modal content.
Tooling to play around with multilingual machine translation for Indian Languages.
A Python NLP Toolkit for Gujarati(Under Progress)
An LSTM-CRF classifier for NER in Telugu, an Indian language.
This repositary hosts my experiments for the project, I did with OffNote Labs.
Small demo showing how MuRIL (Multilingual Representations for Indian Languages : A BERT model pre-trained on 17 Indian languages) understands Indian Languages better
Repository for pre-trained wav2vec 2.0 models on 7 Indian languages
A Python client library for interacting with Bhashini services, including Automatic Speech Recognition (ASR), Neural Machine Translation (NMT), and Text-to-Speech (TTS) for 13 indian languages.
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