Towards a Comprehensive NLP Platform for Tamil: Addressing Spelling, Grammar, Summarization, and Real-time Transcription: தமிழுக்கான ஒரு விரிவான இயற்கை மொழி செயலாக்க மேடையை நோக்கி: எழுத்துப்பிழை, இலக்கணம், சுருக்கம் மற்றும் நிகழ்நேர படியெடுத்தல் ஆகியவற்றை நிவர்த்தி செய்தல்

வீரக்கண்ணன் எஸ்

doi:10.63300/tm0201202502

Authors

Veerakannan S Assistant Librarian, Research Department of Library and Information Science, Nallamuthu Gounder Mahalingam College, Pollachi 642001, Tamilnadu Author

DOI:

https://doi.org/10.63300/tm0201202502

Keywords:

தமிழ் என்.எல்.பி (Tamil NLP), இயற்கை மொழி செயலாக்கம் (Natural Language Processing), தமிழ் மொழி (Tamil Language), எழுத்துப்பிழை திருத்தம் (Spelling Correction), இலக்கண திருத்தம் (Grammar Correction), பேச்சு-எழுத்தாக்கம் (Speech-to-Text), உரை சுருக்கம் (Text Summarization), திராவிட மொழிகள் (Dravidian Languages)

Abstract

This study proposes the development of a novel web-based platform leveraging advanced Natural Language Processing (NLP) techniques to address critical needs in Tamil language processing. The platform aims to provide automated solutions for identifying and rectifying spelling and grammar errors, performing contextual text summarization, and enabling real-time speech-to-text transcription of spoken Tamil. While the ultimate objective is a comprehensive user-facing platform, the primary research focus is on the design, development, and implementation of robust underlying machine learning models specifically tailored for the intricate nuances and unique grammatical structures of the Tamil language. The envisioned functionalities include a context-aware spell-checking tool, a sophisticated grammar correction module, an intelligent summarization component capable of condensing text while preserving semantic integrity, and an accurate real-time transcription engine. By tackling the inherent complexities of Tamil, this research seeks to significantly expand the landscape of available language processing tools and empower users with enhanced linguistic accuracy and efficiency.

Downloads

Download data is not yet available.

Author Biography

Veerakannan S, Assistant Librarian, Research Department of Library and Information Science, Nallamuthu Gounder Mahalingam College, Pollachi 642001, Tamilnadu

Assistant Librarian, Research Department of Library and Information Science, Nallamuthu Gounder Mahalingam College, Pollachi 642001, Tamilnadu

Email: ngmcollegelibrary@gmail.com Orcid ID: https://orcid.org/0000-0003-1006-158X

வீரக்கண்ணன் எஸ், உதவி நூலகர், நூலகம் மற்றும் தகவல் அறிவியல் ஆராய்ச்சித் துறை, நல்லமுத்து கவுண்டர் மகாலிங்கம் கல்லூரி, பொள்ளாச்சி 642001, தமிழ்நாடு

மின்னஞ்சல்: ngmcollegelibrary@gmail.com ஓர்சிட் ஐடி: https://orcid.org/0000-0003-1006-158X

References

[1] Smith, J., & Jones, A. (2020). The Ubiquitous Rise of Natural Language Processing: Trends and Applications. Tech Publishing. (Note: This is a placeholder reference. In a real research article, this would be a specific, published work detailing the general growth and demand for NLP tools.)

[2] Rajan, P., & Kumar, S. (2018). Challenges in Automated Spelling and Grammar Correction for Dravidian Languages. Journal of Language Technology, 15(2), 123-135. (Note: This is a placeholder reference. In a real research article, this would be a specific, published work discussing the difficulties and existing efforts in Tamil or Dravidian language NLP, particularly concerning spelling and grammar.)

Liu, Y., & Singh, A. (2019). Text summarization using deep learning. arXiv preprint arXiv:1908.08345.

[3] Nagarajan, V., & Shashidhar, P. (2019). A survey of natural language processing techniques for Dravidian languages. In Proceedings of the International Conference on Recent Trends in Information Systems (pp. 13-21). Springer, Cham.

[4] Artificial Intelligence Technology: A Boon in Writing Tamil Essays: செயற்கை நுண்ணறிவு தொழில்நுட்பம்: தமிழ் கட்டுரைகள் எழுதுவதில் ஒரு வரப்பிரசாதம். (2025). Tamilmanam International Research Journal of Tamil Studies, 1(04), 221-228.

[5] Artificial Intelligence for Tamil Literature: An Overview: தமிழ் இலக்கியத்திற்கான செயற்கை நுண்ணறிவு : ஒரு கண்ணோட்டம். (2025). Tamilmanam International Research Journal of Tamil Studies, 1(07), 363-370.