Skip to content

README.md

Latest commit

 

History

History
56 lines (44 loc) · 2.59 KB

README.md

File metadata and controls

56 lines (44 loc) · 2.59 KB

Mission Bhashini: English to Indian Language & Vice Versa Machine Translation System (E-ILMT)

Overview

As part of Mission Bhashini, we are developing a comprehensive Machine Translation system for English-to-Indian languages and vice versa. This project focuses on creating high-quality parallel corpora and robust bi-directional Neural Machine Translation (NMT) models to deliver robust and efficient translations.

Objective of the Project

The goal is to develop and deploy a Machine Translation system as a service for English to Hindi, Marathi, Gujarati, Odia, Kannada, and Malayalam languages and vice versa. The project covers:

  • Creation of linguistic resources
  • Development of a Machine Translation system as a service

Target Domains:

  • Governance and Policy (Primary)
  • Science and Technology
  • Education
  • Health
  • Agriculture

Consortia Members

The project is being carried out in collaboration with the following institutions:

  • Centre for Development of Advanced Computing (C-DAC), Pune
  • Centre for Development of Advanced Computing (C-DAC), Noida
  • Indian Institute of Technology (IIT) Bombay
  • IIIT Hyderabad
  • AU-KBC, Anna University Chennai
  • Banasthali Vidyapith
  • C-DAC Bengaluru
  • C-DAC Trivandrum
  • Dharmsinh Desai University, Gujarat
  • IIIT Bhubaneswar, Odisha

Resources

Datasets

Parallel corpora generated under the EILMT Project, encompassing English to Hindi, Marathi, Gujarati, Odia, Kannada, and Malayalam languages. These datasets provide a robust foundation for developing and fine-tuning Machine Translation (MT) models.

Pre-trained Machine Translation Models

Ready-to-use models designed for diverse translation tasks. These models can be utilized directly or fine-tuned for specific applications to achieve improved performance.

Download

Models

Download the EIMT models from the following link: Download Models

Access the Model Using the Interface

You can directly check the NMT models using the web interface:
EILMT Web Interface

Requirements and Dependencies

Ensure that all necessary requirements and dependencies are installed to run the models efficiently. For more details, refer to the provided document along with Models.

License

The resources in this repository are released under the Creative Commons Attribution 4.0 International License (CC-BY 4.0). This license permits sharing and adaptation of the material, provided appropriate credit is given.

Contact

For inquiries, please contact us at:
eilmt.nltm@gmail.com