IndianNLP Transliteration Versions Save

Codebase for Indic-Transliteration using Seq2Seq RNN. For latest repo with Transformer-based models, check: https://github.com/AI4Bharat/IndicXlit

xlit_v0.5.0

3 years ago

Supported 14 Languages Bengali - বাংলা | Gujarati - ગુજરાતી | Hindi - हिंदी | Kannada - ಕನ್ನಡ | Konkani Goan - कोंकणी | Maithili - मैथिली | Malayalam - മലയാളം | Marathi - मराठी | Panjabi - ਪੰਜਾਬੀ | Sindhi - سنڌي‎ | Sinhala - සිංහල | Telugu - తెలుగు | Tamil - தமிழ் | Urdu - اُردُو

Usage

  1. Directly from PIP: https://pypi.org/project/ai4bharat-transliteration/
  2. Manually: a. Download required language model files b. Clone& place models under apps/ai4bharat/transliteration/models c. Export python path variable export PYTHONPATH=/path/to/transliteration

All the NN models (along with metadata) of Xlit - Transliteration are licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

xlit_v0.4.1

3 years ago

Supported 14 Languages Bengali - বাংলা | Gujarati - ગુજરાતી | Hindi - हिंदी | Kannada - ಕನ್ನಡ | Konkani Goan - कोंकणी | Maithili - मैथिली | Malayalam - മലയാളം | Marathi - मराठी | Panjabi Eastern - ਪੰਜਾਬੀ | Sindhi - سنڌي‎ | Sinhala - සිංහල | Telugu - తెలుగు | Tamil - தமிழ் | Urdu - اُردُو

Usage Download the xlit_apps_v0.4.1.zip file and follow the instructions in readme. (no need to clone the repo)

All the NN models (along with metadata) of Xlit - Transliteration are licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

DATA

3 years ago

Xlit - Transliteration Dataset by Story Weaver & AI4Bharat is licensed under a Creative Commons Attribution 4.0 International License.

CC BY 4.0

Dataset Languages:

  1. Hindi - Devanagari
  2. Maithili - Devanagari
  3. Konkani (Goan) - Devanagari

Check assets below.

xlit_v0.4

3 years ago

Smaller models sizes and Vocab based reranking for better word prediction;

Updates for (1) Hindi (2) Konkani- Goan (3) Maithili

xlit_v0.2

3 years ago

Neural Network based Back-transliteration for Indian languages, from English to Native Language

  • Konkani
  • Maithili
  • Hindi (experimental)

xlit_v0.1-alpha

4 years ago

Neural Network based Transliteration for Indian languages, with low amount data. Languages supported:

  • Hindi (hi)
  • Goan Konkani (gom)