Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi

Devansh Mehta, Sebastin Santy, Ramaravind Kommiya Mothilal, Brij Mohan Lal Srivastava, Alok Sharma, Anurag Shukla, Vishnu Prasad, Venkanna U, Amit Sharma, Kalika Bali

Abstract
The primary obstacle to developing technologies for low-resource languages is the lack of usable data. In this paper, we report the adaption and deployment of 4 technology-driven methods of data collection for Gondi, a low-resource vulnerable language spoken by around 2.3 million tribal people in south and central India. In the process of data collection, we also help in its revival by expanding access to information in Gondi through the creation of linguistic resources that can be used by the community, such as a dictionary, children’s stories, an app with Gondi content from multiple sources and an Interactive Voice Response (IVR) based mass awareness platform. At the end of these interventions, we collected a little less than 12,000 translated words and/or sentences and identified more than 650 community members whose help can be solicited for future translation efforts. The larger goal of the project is collecting enough data in Gondi to build and deploy viable language technologies like machine translation and speech to text systems that can help take the language onto the internet.
Anthology ID:
2020.lrec-1.345
Volume:
Proceedings of the Twelfth Language Resources and Evaluation Conference
Month:
May
Year:
2020
Address:
Marseille, France
Venue:
LREC
SIG:
Publisher:
European Language Resources Association
Note:
Pages:
2832–2838
Language:
English
URL:
https://aclanthology.org/2020.lrec-1.345
DOI:
Bibkey:
Cite (ACL):
Devansh Mehta, Sebastin Santy, Ramaravind Kommiya Mothilal, Brij Mohan Lal Srivastava, Alok Sharma, Anurag Shukla, Vishnu Prasad, Venkanna U, Amit Sharma, and Kalika Bali. 2020. Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 2832–2838, Marseille, France. European Language Resources Association.
Cite (Informal):
Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi (Mehta et al., LREC 2020)
Copy Citation:
PDF:
https://preview.aclanthology.org/auto-file-uploads/2020.lrec-1.345.pdf
PDF Search