Dr. B. Bharathi is an Associate Professor in the Department of Computer Science and Engineering with over 28 years of teaching and research experience. She obtained her Ph.D. in Information and Communication Engineering, with her doctoral research focusing on speaker verification using speaker-specific text. Her research interests include Speech Processing, Natural Language Processing, Artificial Intelligence, Machine Learning, Deep Learning, and Multimodal Language Technologies, with a special focus on speech technologies for Indian languages. She has published more than 160 research papers in reputed international journals and conferences, including Springer, IEEE, ACM, and ACL venues, and has successfully guided 2 Ph.D. scholars to completion while currently supervising 5 Ph.D. scholars. She has served as the Principal Investigator and Co-Investigator for  externally funded research projects sponsored by the Department of Science and Technology (DST) and the Tamil Virtual Academy, focusing on automatic speaker verification, speech-enabled systems, and real-time multi-dialect speech recognition for Tamil. She has organized international conferences, faculty development programmes, and workshops; delivered invited talks at national and international forums; and served as a session chair and reviewer for reputed conferences and journals. Her outstanding contributions to research and teaching have been recognized through the Outstanding Faculty in Engineering Award from the Venus International Foundation, multiple Best Teacher Awards from SSN College of Engineering, and the Best Paper Award for her research in speech processing.

Work Experience

• July 2026 – Till date,  Associate Professor, Department of CSE, Shiv Nadar University, Chennai
• 2000 – 2026,  Associate Professor, Department of CSE, SSN College of Engineering
• 1998 – 2000,  Lecturer, Department of CSE, Karunya Institute of Technology, Coimbatore

Projects

1. External funded projects

• Title : Real-time Multi Dialect Automatic Speech Recognition System for Tamil Investigators : Dr. B. Bharathi (PI), Dr. P. Vijayalakshmi (Co-PI), Dr. T. Nagarajan (Co-PI) Funding Agency : Tamil Virtual Academy (TVA) Fund Allocated : 13.77 Lakh Project Duration : 2023-2024
• Title: Development of anti-spoofing method for automatic speaker verification system Investigators: Dr. B. Bharathi (PI), Dr. Hema A Murthy, IIT Madras (Mentor) Funding Agency: DST – TARE scheme.  Sanctioned Amount: Rs. 18.3 Lakh Duration : 2018 – 2021
• Title : Speech Enabled Interactive Enquiry System in Tamil Investigators : Dr. T. Nagarajan (PI), Dr. P. Vijayalakshmi (Co-PI), Dr. B. Bharathi(Co-PI), Ms. Sasirekha (Co-PI) Funding Agency : Tamil Virtual Academy (TVA) Fund Allocated : 9.52 lakh Project Duration : 2016 – 2017 Status : Completed

2. Projects funded by SSN

• Developing Writing Pad and Writing Pen for Children with Specific Learning Disability, Rs. 14,000, 2024-25
• Sign Language Translator, Rs. 24,000, 2023-24
• Device to check for harmful chemicals in fruits and vegetables, Rs. 8000, 2023-24
• Development of multilingual smart scanner pen for visually impaired people, Rs. 15,000, 2023-24
• Augmented reality assisted wearable device for travel guidance, Rs. 25,000, 2022-23
• Project Sanjaya – Live visual assistant in physics lab, Rs. 25,000, 2022-23
• Bin connect : smart waste management system using IoT, Rs. 7000, 2021-22
• IoT Driven Smart Bus Stops, Rs. 12,000, 2019-20
• Weed detection and removal by robot for precision agriculture – Using image processing techniques, Rs. 22,000, 2018-19
• Voice enabled personal assistant robot for the visually impaired, Rs. 20,000, 2018-19
• Intelligent surveillance and data base management system, Rs. 10,000, 2018-19
• Biometric voting system (Fingerprint and IRIS recognition), Rs. 18,000, 2018-19
• Automated fertigation system, Rs. 18,000, 2018-19
• Smart irrigation system, Rs. 17,000, 2017-18
• Background noise filtering in real time call application, Rs. 15,000, 2017-18
• Multi-Level Smart Parking System, Rs. 15,000, 2016-17
• Continuous Speech Recognition for Tamil Language, Rs. 15,000, 2015-16
• Bi-Modal Biometric System for Person Authentication using Soft computing Techniques, Rs. 25,000, 2015-16
• Speech Recognition based Chess System for the Visually Challenged, Rs. 15,000, 2015-16
• Acoustic Dialect Decoder (ADD) – An Automated Audio Language Translation Device, Rs. 18,000, 2015-16
• Speech based Integrated Development Environment (IDE) for compiling C, C++ and Java Program, Rs. 10,000, 2014-15

Publications

1. International Journals

1. Vaishnavi, S., Subramanian, R. & Bharathi, B. AI-healthcare assistant: enhancing tamil language support with generative QA and code-mixed ASR integration. Neural Computing & Applications. Vol.38, No.423 (2026). https://doi.org/10.1007/s00521-026-12143-7 (Available online: May 2026)
2. Saranya S, Sreeja K, & Bharathi B. (2025). Dialect-based automatic speech recognition in Tamil, Anadolu Psikiyatri Dergisi, ISSN: 1302-6631, Vol. 26, No. 4 https://doi.org/10.5281/zenodo.16258256 (Available online: July 2025)
3. Bharathi, B., Saranya, S., Vijayalakshmi, P. Nagarajan T. Multi-Dialect Speech Corpus Creation for Enhancing Tamil Automatic Speech Recognition. Circuits Syst Signal Process (2025). https://doi.org/10.1007/s00034-025-03181-y Clarivate, Quartile: Q2, IF: 2.0 (Available online: 10-07-2025)
4. Saranya, S., Bharathi, B., Gomathy Dhanya, S., Aishwarya Krishna kumar Real-Time Continuous Tamil Dialect Speech Recognition and Summarization. Circuits Syst Signal Process  Vol. 44, pp. 2855–2881 (2024). https://doi.org/10.1007/s00034-024-02950-5 Dec. 2024, Clarivate, Quartile: Q2, IF: 1.8 (Available online: 19-12-2024)
5. Samhita, V., Viju, V. & Bharathi, B. Self-distillation framework for improving fake speech detection in the domain variability scenario. Neural Computing and Applications Vol. 37, PP. 3111–3127. https://doi.org/10.1007/s00521-024-10760-8, Clarivate, Quartile: Q1, IF: 4.8 (Available online: 11-12-2024)
6. Gayathri G L, Krithika Swaminathan, Divyasri Krishnakumar, Thenmozhi D, and Bharathi B. 2024. Abusive Comment Detection in Tamil Code-Mixed Data by Adjusting Class Weights and Refining Features. ACM Trans. Asian Low-Resour. Lang. Inf. Process. April 2024. https://doi.org/10.1145/3664619, Clarivate, Quartile: Q2, IF: 1.8, April 2024
7. Bharathi Bhagavathsingh, Aarthi Vilapakkam Sathish, Akilan Kalaiselvan, Christina Eunice John, “Build Your Own Band (BYOB): Generating instrumental accompaniments for a melody”, Romanian Journal of Information Technology and Automatic Control, ISSN 1220-1758, vol. 33(4), pp. 99-108, 2023. https://doi.org/10.33436/v33i4y202308 (Available online: 14-12-2023)
8. B. Bharathi,S. Saranya, G.Sneha, Shrinithi Radhakrishnan and Shrisathvika V.A    “Question Quality Assessment in Online Diagnostic Examinations” Indian Journal of Natural Sciences, Vol.14(80), Clarivate, 1.988, October, 2023, ISSN: 0976 – 0997, pp.61138-61149
9. K. Desingu, D. Isaac, M. P., B. B. and C. Philipose, “LocateMyBus: IoT-Driven Smart Bus Transit,” in Journal of Communications Software and Systems, vol. 19, no. 2, pp. 136-146, April 2023, doi: 10.24138/jcomss-2022-0143
10. S. Saranya, B. Bharathi, “NLP Approach for Recognizing Alzheimer’s Dementia from Spontaneous Speech” Indian Journal of Natural Sciences, Vol.14(77), Clarivate, 1.988, April, 2023, pp.54382-54390
11. Bhuvana, J., T. T. Mirnalinee, B. Bharathi, and Infant Sneha. “Efficient generative transfer learning framework for the detection of COVID-19” Computer Science and Information Systems 2022. (WOS) SJR: 0.35 IF: 1.09 ISSN / eISSN: 1820-0214, Vol. 19, No. 3, pp. 1241-1259, https://doi.org/10.2298/CSIS220207033B
12. Lokesh. S, Mano Balaje. S, Prathish. E and B. Bharathi,  Resume screening and recommendation system using machine learning approaches, Computer science and engineering: An international journal, Vol.12, No.1, Feb. 2022, ISSN:2231-329X(Online), 2231-3583(Print), DOI: 10.5121/cseij.2022.12101- scopus
13. Suvidha Rupesh Kumar, Bharathi, B. Generative and Discriminative Modelling of Linear Energy Sub-bands for Spoof Detection in Speaker Verification Systems. Circuits Syst Signal Process Vol. 41, pp. 3811–3831 (2022). https://doi.org/10.1007/s00034-022-01957-0 Available Online: 20-01-2022, ISSN: 0278-081X (Print) 1531-5878 (Online), Impact factor: 2.225 – Wos
14. Suvidha Rupesh Kumar,  Bharathi, B. A Novel Approach Towards Generalization of Countermeasure for Spoofing Attack on ASV Systems. Circuits Systems and  Signal Processing(2020). https://doi.org/10.1007/s00034-020-01501-y. ISSN: 0278-081X (Print) 1531-5878 (Online) Impact factor: 2.225 – Wos
15. B. Bharathi,  Bhuvana J, “Human Activity Recognition using Deep and Machine Learning Algorithms”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol.9(4), February 2020, pp.2460 – 2466. ISSN: 2278-3075. – Scopus
16. Kavitha Srinivasan, Mohanavalli Subramaniam and Bharathi Bhagavathsingh, published a paper titled as “Optimized bilevel classifier for brain tumor type and grade discrimination using evolutionary fuzzy computing”, in Turkish Journal of Electrical Engineering & Computer Sciences, (2019) 27: 1704 – 1718, doi:10.3906/elk-1804-13. IF:0.708 – Wos
17. P.Sharath Chander, J.Soundarya, R.Priyadharsini,and B.Bharathi, “Data Analysıs of Natural Language Queryıng Usıng NLP Interface”, International Journal of Applied Engineering Research, ISSN 0973-4562 Volume 13, Number 8 , May (2018) pp. 5792-5795, SJR:0.18. – Scopus
18. B. Bharathi, ” Speaker-specific-text based speaker verification system using spectral and phase based features”, International Journal of Speech Technology, Springer Science+Business Media,10.1007/s10772-017-9416-2, May 2017, vol.20(3),pp.465-474.IF: 0.71 – Scopus
19. S. Kavitha, B. Bharathi, P. Sasikala, P. Chandralekha, V. Ashwini, ” Modified dual channel PCNN algorithm with hybrid edge enhancement approach for multimodality brain image fusion” International Journal of Biomedical Engineering and Technology, DOI: 10.1504/IJBET.2017.10006801, June, 2018, IF: 0.24 – Wos
20. S.Kavitha, B.Bharathi, K.MohanaPriya, S.MohanaPriya and V.C. NithusSushmy, “Optimal feature set selection for brain tumor classification using Genetic Algorithm with Support Vector Machine and Decision Tree”, Asian Journal of Research in Social Sciences and Humanities, 6(9), September 2016, pp: 660-670, ISSN: 2249-7315. IF: 0.676 – Scopus
21. C. Sivaranjanai and B. Bharathi, “Syllable based continuous speech recognition for Tamil language”, International journal of advanced engineering technology, Vol.7, pp.1-4, March 2016, E-ISSN: 0976-3945 – Scopus
22. B. Bharathi, S. Kavitha and N. Mariappan, “Real time speech based integrated development environment for C program”, Circuits and Systems, Vol.7, pp. 69-82, March 2016, ISSN Print: 2153-1285, E-ISSN: 2153-1293, http://dx.doi.org/10.4236/cs.2016.73008, IF: 0.67 – Scopus
23. Nethra K., Bharathi B., “Speaker verification using ant colony optimization”, International Journal of Applied Engineering Research, ISSN 0973-4562, pp. 507-512, Vol. 10 No.55 (2015). SJR:0.18 – Scopus
24. B. Bharathi, Dr. T. Nagarajan, “Speaker verification using speaker-specific-text”, in WSEAS Transactions on Signal Processing”, E-ISSN: 2224-3488, Vol.10, July 2014, pp. 320-330, Impact factor: 0.914
25. L. Kavitha and B. Bharathi , “Analysing the Performance of Speaker Verification Task using Different Features” in International Journal of Computer Applications, DOI 10.5120/13144-0550 Volume 75(10) August 2013. ISSN :0975-887
26. Ms.B. Bharathi, Mr. C. Arunkumar and Dr. T. Nagarajan, “Improving the performance of speaker and language identification task using unique characteristics of a class” in the International Journal of Speech Technology, Springer Science+Business Media, DOI 10.1007/s10772-012-9167-z, Volume 16, Issue 1 (2013), Page 115-124, Impact Factor: 0.528, Online ISSN 1572-8110 Print ISSN 1381-2416
27. B. Bharathi, P. JansiRani, “ Efficient Text-Independent Speaker Identification using Optimized Hierarchical Mixture Clustering”, in International Journal of Computer Applications, ISSN :0975-887, vol. 44 – No. 4, April 2012.

2. Conferences

1. S.B.Priya and Bharathi B. 2026. RspectNLP@LT-EDI 2026:Rubric-Driven Prompting for Safe Multilingual Counter Narrative Generation. In Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 212–216, Virtual (Online). Association for Computational Linguistics.
2. TT Pranesh, K.K.Thamizhmathi, S Vigneshwaran, and Bharathi B. 2026. JusticeBots@LT-EDI 2026: Prompt-Based Counter-Narrative Generation for Homophobia and Transphobia Comments. In Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 188–192, Virtual (Online). Association for Computational Linguistics.
3. Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan, Paul Buitelaar, Miguel Ángel García-Cumbreras, Salud María Jiménez-Zafra, Thomas Mandl, Sylvia Jaki, Rahul Ponnusamy, Anand Kumar Madasamy, Dhanalakshmi V, Bharathi B, Premjith B, Senthil Kumar B, and Sathiyaraj Thangasamy. 2026. Insights from Multilingual Gender Inclusive Language Generation Shared Task. In Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 128–140, Virtual (Online). Association for Computational Linguistics.
4. Chakravarthi, Bharathi Raja, Shunmuga Priya Muthusamy Chinnan, Paul Buitelaar, Miguel Ángel García-Cumbreras, Salud María Jiménez-Zafra, Thomas Mandl, Sylvia Jaki, Rahul Ponnusamy, and Sathiyaraj Thangasamy. “Insights from Multilingual Gender Inclusive Language Generation Shared Task.” In Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion, pp. 128-140. 2026.
5. Varalakshmi, K., and B. Bharathi. “TAMILGOODBADTXT@ DravidianLangTech 2026: A Multilingual Transformer-Based Approach for Abusive Language Identification in Tamil Social Media.” Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages. 2026.
6. Moogambigai, A., B. Bharathi, S. Nikhil Karthik, and D. Pandiarajan. “SSN_HopeNetters@ DravidianLangTech 2026: Multi-Level Hope Speech Detection using XLM-RoBERTa.” In Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pp. 366-370. 2026.
7. Pranesh, T. T., K. K. Thamizhmathi, and S. Vigneshwaran, B. Bharathi. “SERENE@ DravidianLangTech 2026: Multimodal Approaches for Depression Detection in Dravidian Speech: Acoustic, Spectrogram, and Transformer-Based Models.” Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages. 2026.
8. K. Gayathri, Bharathi, B. “Dialectmind@ DravidianLang Tech 2026: Zero-Shot Dialectal Tamil Automatic Speech Recognition Using a Large Pretrained Conformer Model.” Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages. 2026.
9. Bharathi, B., Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan, S. Saranya, and S. Suhasini. “Findings in Tamil Dialect Speech Recognition and Classification.” In Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pp. 71-79. 2026.
10. S. B. Priya, Bharathi, B. “TamilVoiceLab@ DravidianLangTech 2026: Investigating Whisper Tamil Large-v2 for Dialectal Tamil Speech Recognition.” Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages. 2026.
11. Varalakshmi, K., and B. Bharathi. “AITamilDialect@ DravidianLangTech 2026: Zero-Shot Whisper and Wav2Vec2 Embedding-Based Tamil Speech Recognition and Dialect Classification.” Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages. 2026.
12. Sripriya N, Bharathi Raja Chakravarthi, Thenmozhi Durairaj, Bharathi B, Prasanna Kumar Kumaresan, Subalalitha C N, Anusha M D, Parameshwar R Hegde, Deepthi Vikram, Overview of the shared task on Offensive Language Identification in Dravidian code-Mixed Languages, FIRE 2025: Forum for Information Retrieval Evaluation, Varanasi, India, December 17-20, 2025, CEUR workshop proceedings, Vol. 4173, pp. 225-233
13. Pranesh, T. T., Thamizhmathi, K. K., & Bharathi, B. (2025). Spoken-Query Cross-Lingual Information Retrieval for the Indic Languages (SqCLIR) using BM25 and Indic-BERT.FIRE 2025: Forum for Information Retrieval Evaluation, Varanasi, India, December 17-20, 2025, CEUR workshop proceedings, Vol. 4173, pp. 299-306, URL:Spoken-Query Cross-Lingual Information Retrieval for the Indic Languages (SqCLIR) using BM25 and Indic-BERT
14. Prasanna Kumar Kumaresan, Sripriya N, Durairaj Thenmozhi, Bharathi B, Sublalitha C N, Anusha M D, Parameshwar R Hegde, Deepthi Vikram, and Bharathi Raja Chakravarthi. 2026. Offensive Language Identification in Code-Mixed Texts: Findings from the DravidianCodeMix Shared Task. In Proceedings of the 17th annual meeting of the Forum for Information Retrieval Evaluation (FIRE ’25). Association for Computing Machinery, New York, NY, USA, 17–20. https://doi.org/10.1145/3777867.3778256
15. S ArunaDevi, J Abirami, B Bharathi (2024). Gastrointestinal Cancer Related Question Answering Using BERT, FIRE 2024: Forum for Information Retrieval Evaluation, Gandhinagar, India, December 12-15, 2024  CEUR workshop proceedings, Vol. 4054, pp. 666-671, URL:https://ceur-ws.org/Vol-4054/T10-4.pdf (Available online: 5-10-2025)
16. Moogambigai A, Kamesh S, Paruvatha Priya B, Bharathi B (2024). Sarcasm Detection and Identification of Dravidian Language Using Machine Learning Approach, FIRE 2024: Forum for Information Retrieval Evaluation, Gandhinagar, India, December 12-15, 2024  CEUR workshop proceedings, Vol. 4054, pp. 266-273, URL:https://ceur-ws.org/Vol-4054/T4-4.pdf(Available online: 5-10-2025)
17. Sripriya N, Bharathi B, Thenmozhi Durairaj, Nandhini K, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kishore Kumar Ponnusamy, Charmathi Rajkumar, Bharathi Raja Chakravarthi (2024). Overview of Sarcasm Identification of Dravidian Languages in DravidianCodeMix@FIRE-2024, FIRE 2024: Forum for Information Retrieval Evaluation, Gandhinagar, India, December 12-15, 2024  CEUR workshop proceedings, Vol. 4054, pp. 233-243, URL:https://ceur-ws.org/Vol-4054/T4-1.pdf (Available online: 5-10-2025)
18. Ponsubash Raj R, Bharathi B (2024). Word-Level Language Identification in Dravidian Code-Mixed Text Using Machine Learning: A Comparative Analysis of Models and Vectorization Techniques, FIRE 2024: Forum for Information Retrieval Evaluation, Gandhinagar, India, December 12-15, 2024  CEUR workshop proceedings, Vol. 4054, pp. 207-215, URL: https://ceur-ws.org/Vol-4054/T3-7.pdf (Available online: 5-10-2025)
19. Sreeja K and Bharathi B. 2025. SSNCSE@LT-EDI-2025:Speech Recognition for Vulnerable Individuals in Tamil. In Proceedings of the 5th Conference on Language, Data and Knowledge: Fifth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 6–10, Naples, Italy. Unior Press. URL: https://aclanthology.org/2025.ltedi-1.2/  (Available online: 3-10-25)
20. Bharathi B, Bharathi Raja Chakravarthi, Sripriya N, Rajeswari Natarajan, Ratnavel Rajalakshmi, and Suhasini S. 2025. Overview of the Fifth Shared Task on Speech Recognition for Vulnerable Individuals in Tamil. In Proceedings of the 5th Conference on Language, Data and Knowledge: Fifth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 235–241, Naples, Italy. Unior Press. URL: https://aclanthology.org/2025.ltedi-1.37/  (Available online: 3-10-25)
21. Sreeja K and Bharathi B. 2025. SSNCSE@LT-EDI-2025:Detecting Misogyny Memes using Pretrained Deep Learning models. In Proceedings of the 5th Conference on Language, Data and Knowledge: Fifth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 1–5, Naples, Italy. Unior Press. URL: https://aclanthology.org/2025.ltedi-1.1/ (Available online: 3-10-25)
22. Shankari S R, Sarumathi P, and Bharathi B. 2025. TeamVision@DravidianLangTech 2025: Detecting AI generated product reviews in Dravidian Languages. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 642–646, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
23. Abirami Jayaraman, Aruna Devi Shanmugam, Dharunika Sasikumar, and Bharathi B. 2025. AnalysisArchitects@DravidianLangTech 2025: Machine Learning Approach to Political Multiclass Sentiment Analysis of Tamil. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 614–618, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
24. Abirami Jayaraman, Aruna Devi Shanmugam, Dharunika Sasikumar, and Bharathi B. 2025. AnalysisArchitects@DravidianLangTech 2025: BERT Based Approach For Detecting AI Generated Product Reviews In Dravidian Languages. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 609–613, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
25. Shriya Alladi and Bharathi B. 2025. Cognitext@DravidianLangTech2025: Fake News Classification in Malayalam Using mBERT and LSTM. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 361–365, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
26. Ponsubash Raj R, Paruvatha Priya B, and Bharathi B. 2025. JustATalentedTeam@DravidianLangTech 2025: A Study of ML and DL approaches for Sentiment Analysis in Code-Mixed Tamil and Tulu Texts. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 273–277, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
27. Moogambigai A, Pandiarajan D, and Bharathi B. 2025. InnovateX@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 215–220, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics.
28. Jyothish Lal G, Premjith B, Bharathi Raja Chakravarthi, Saranya Rajiakodi, Bharathi B, Rajeswari Natarajan, and Ratnavel Rajalakshmi. 2025. Overview of the Shared Task on Multimodal Hate Speech Detection in Dravidian languages: DravidianLangTech@NAACL 2025. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 114–122, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics. (Available online: 1-5-2025)
29. Sreeja K and Bharathi B. 2025. SSNCSE@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages. In Proceedings of the Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 98–102, Acoma, The Albuquerque Convention Center, Albuquerque, New Mexico. Association for Computational Linguistics. (Available online: 1-5-2025)
30. S ArunaDevi, B Bharathi (2024) Machine Learning Based Approach For Hope Speech Detection (IberLEF 2024) Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024),Valladolid, Spain, September 24, 2024, Vol. 3756, URL: Machine Learning Based Approach For Hope Speech Detection (ceur-ws.org) (Available online: 4-9-2024)
31. Rakshith Subramanian, Vaishnavi S, B Bharathi (2024) Team Humour Insights at JOKER 2024 Task 2: Humour Classification According To Genre And Technique, Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024, Vol. 3740, pp. 1923-1932, URL: Team Humour Insights at JOKER 2024 Task 2: Humour Classification According To Genre And Technique (ceur-ws.org) (Available online: 15-08-2024)
32. Tanisha Sriram, Yadushree Venkatesh, Sowmya Anand, Bharathi B (2024) DataBees at CheckThat! 2024: Check-Worthiness Estimation, Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024, Vol. 3740, pp. 641-650, URL: Notebook for the CheckThat! Lab at CLEF 2024 (ceur-ws.org) (Available online: 15-08-2024)
33. Pooja Premnath, Pranav Vaithiya Subramani, Nilu R Salim, Bharathi B (2024) SSN-NLP at CheckThat! 2024: From Feature-based Algorithms to Transformers: A Study on Detecting Subjectivity, Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024, Vol. 3740, pp. 570-579, URL: SSN-NLP at CheckThat! 2024: From Feature-based Algorithms to Transformers: A Study on Detecting Subjectivity (ceur-ws.org) (Available online: 15-08-2024)
34. Giridharan, S.B.K., Sounderrajan, S., Bharathi, B. and Salim, N.R., (2024)  SSN-NLP at CheckThat! 2024: Assessing the Check-Worthiness of Tweets and Debate Excerpts Using Traditional Machine Learning and Transformer Models, Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024, Vol. 3740, pp. 483-488, URL: SSN-NLP at CheckThat! 2024: Assessing the Check-Worthiness of Tweets and Debate Excerpts Using Traditional Machine Learning and Transformer Models (ceur-ws.org) (Available online: 15-08-2024)
35. V.Ilanchezhiyan, R Darshan, E M Milin Dhitshithaa and B Bharathi(2023). Text Summarization for Indian Languages: Finetuned Transformer Model Application, FIRE 2023: Forum for Information Retrieval Evaluation, December 15-18, 2023, Goa, India,  CEUR workshop proceedings, Vol. 3681, pp. 766-774, URL: T8-5.pdf (ceur-ws.org) (Available online: 13-05-2024)
36. V. Indirakanth, Dharunkumar Udayakumar, Thenmozhi Durairaj and B. Bharathi (2023). Sarcasm Identification Of Dravidian Languages (Malayalam and Tamil), FIRE 2023: Forum for Information Retrieval Evaluation, December 15-18, 2023, Goa, India,  CEUR workshop proceedings, Vol. 3681, pp. 327-335, URL: T5-11.pdf (ceur-ws.org) (Available online: 13-05-2024)
37. Dhanya Krishnan, Krithika Dharanikota and B Bharathi. (2023). Cross-Linguistic Sarcasm Detection in Tamil and Malayalam: A Multilingual Approach, FIRE 2023: Forum for Information Retrieval Evaluation, December 15-18, 2023, Goa, India,  CEUR workshop proceedings, Vol. 3681, pp. 259-269, URL: T5-4.pdf (ceur-ws.org) (Available online: 13-05-2024)
38. Bharathi Raja Chakravarthi1, Sripriya N, Bharathi B, Nandhini K, Subalalitha Chinnaudayar Navaneethakrishnan, Thenmozhi Durairaj, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kishore Kumar Ponnusamy and Charmathi Rajkumar. (2023). Overview of Sarcasm Identification of Dravidian Languages in DravidianCodeMix, FIRE 2023: Forum for Information Retrieval Evaluation, December 15-18, 2023, Goa, India,  CEUR workshop proceedings, Vol. 3681, pp. 231-239, URL: T5-1.pdf (ceur-ws.org) (Available online: 13-05-2024)
39. Bharathi, B., Meenakshi, A. (2024). Spoken Language Identification System Using Convolutional Neural Networks. In: Chakravarthi, B.R., et al. Speech and Language Technologies for Low-Resource Languages. SPELLL 2023. Communications in Computer and Information Science, vol 2046. Springer, Cham. https://doi.org/10.1007/978-3-031-58495-4_23 Online ISBN: 978-3-031-58495-4 (Available online: 24-04-2024)
40. Archana, J. P., and B. Bharathi. “Speech‐Based Dialect Identification for Tamil.” Automatic Speech Recognition and Translation for Low Resource Languages (2024), pp. 27-39, DOI: https://doi.org/10.1002/9781394214624.ch3, Online ISBN:9781394214624, Scrivener Publishing LLC (Available online: 29-03-2024)
41. Suhasini, S., B. Bharathi, and Bharathi Raja Chakravarthi. “Attention‐Based End‐to‐End Automatic Speech Recognition System for Vulnerable Individuals in Tamil.” Automatic Speech Recognition and Translation for Low Resource Languages (2024), pp.15-26, DOI: https://doi.org/10.1002/9781394214624.ch2, Print ISBN:9781394213580, Online ISBN:9781394214624, Scrivener Publishing LLC (Available online: 29-03-2024)
42. Anierudh S, Abhishek R, Ashwin Sundar, Amrit Krishnan, and Bharathi B. 2024. Wit Hub@DravidianLangTech-2024:Multimodal Social Media Data Analysis in Dravidian Languages using Machine Learning Models. In Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 229–233, St. Julian’s, Malta. Association for Computational Linguistics. URL: https://aclanthology.org/2024.dravidianlangtech-1.38 (Available online:  22-03-2024)
43. Premjith B, Jyothish G, Sowmya V, Bharathi Raja Chakravarthi, K Nandhini, Rajeswari Natarajan, Abirami Murugappan, Bharathi B, Saranya Rajiakodi, Rahul Ponnusamy, Jayanth Mohan, and Mekapati Reddy. 2024. Findings of the Shared Task on Multimodal Social Media Data Analysis in Dravidian Languages (MSMDA-DL)@DravidianLangTech 2024. In Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 56–61, St. Julian’s, Malta. Association for Computational Linguistics. URL: https://aclanthology.org/2024.dravidianlangtech-1.9 (Available online:  22-03-2024)
44. Suhasini S and Bharathi B. 2024. ASR TAMIL SSN@ LT-EDI-2024: Automatic Speech Recognition system for Elderly People. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 294–298, St. Julian’s, Malta. Association for Computational Linguistics. URL: https://aclanthology.org/2024.ltedi-1.40 (Available online:  21-03-2024)
45. Saisandeep Sangeetham, Shreyamanisha Vinay, Kavin Rajan G, Abishna A, and Bharathi B. 2024. Algorithm Alliance@LT-EDI-2024: Caste and Migration Hate Speech Detection. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 254–258, St. Julian’s, Malta. Association for Computational Linguistics. URL: https://aclanthology.org/2024.ltedi-1.33 (Available online:  21-03-2024)
46. Abirami. J, Aruna Devi. S, Dharunika Sasikumar, and Bharathi B. 2024. DRAVIDIAN LANGUAGE@ LT-EDI 2024:Pretrained Transformer based Automatic Speech Recognition system for Elderly People. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 244–248, St. Julian’s, Malta. Association for Computational Linguistics. URL: https://aclanthology.org/2024.ltedi-1.31 (Available online:  21-03-2024)
47. A Reddy, Ann Thomas, Pranav Moorthi, and Bharathi B. 2024. SSN-Nova@LT-EDI 2024: POS Tagging, Boosting Techniques and Voting Classifiers for Caste And Migration Hate Speech Detection. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 233–237, St. Julian’s, Malta. Association for Computational Linguistics. URL: https://aclanthology.org/2024.ltedi-1.29 (Available online:  21-03-2024)
48. A Reddy, Ann Thomas, Pranav Moorthi, and Bharathi B. 2024. SSN-Nova@LT-EDI 2024: Leveraging Vectorisation Techniques in an Ensemble Approach for Stress Identification in Low-Resource Languages. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 216–220, St. Julian’s, Malta. Association for Computational Linguistics.URL: https://aclanthology.org/2024.ltedi-1.26 (Available online:  21-03-2024)
49. Bharathi B, Bharathi Raja Chakravarthi, Sripriya N, Rajeswari Natarajan, and Suhasini S. 2024. Overview of the Third Shared Task on Speech Recognition for Vulnerable Individuals in Tamil. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 133–138, St. Julian’s, Malta. Association for Computational Linguistics.URL: https://aclanthology.org/2024.ltedi-1.12 (Available online: 21-03-2024)
50. Bharathi Raja Chakravarthi, Bharathi B, Paul Buitelaar, Thenmozhi Durairaj, György Kovács, and Miguel Ángel García Cumbreras. 2024. Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion. Association for Computational Linguistics, St. Julian’s, Malta, edition.URL: https://aclanthology.org/2024.ltedi-1.0 (Available online: 21-03-2024)
51. Sripriya N, Thenmozhi Durairaj, Nandhini K, Bharathi B, Kishore Kumar Ponnusamy, Charmathi Rajkumar, Prasanna Kumar Kumaresan, Rahul Ponnusamy, Subalalitha Chinnaudayar Navaneethakrishnan, and Bharathi Raja Chakravarthi. 2024. Findings of Shared task on Sarcasm Identification in Code-Mixed Dravidian Languages. In Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation (FIRE ’23). Association for Computing Machinery, New York, NY, USA, 22–24. https://doi.org/10.1145/3632754.3633077 (Online 12-02-24)
52. Varsha Balaji, Shahul Hameed T, and Bharathi B. 2023. NLP_SSN_CSE@DravidianLangTech: Fake News Detection in Dravidian Languages using Transformer Models. In Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages, pages 133–139, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.dravidianlangtech-1.17 (Available online: 14-11-2023)
53. Premjith B, Jyothish Lal G, Sowmya V, Bharathi Raja Chakravarthi, Rajeswari Natarajan, Nandhini K, Abirami Murugappan, Bharathi B, Kaushik M, Prasanth Sn, Aswin Raj R, and Vijai Simmon S. 2023. Findings of the Shared Task on Multimodal Abusive Language Detection and Sentiment Analysis in Tamil and Malayalam. In Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages, pages 72–79, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.dravidianlangtech-1.10 (Available online: 14-11-2023)
54. Shwetha Sureshnathan, Samyuktaa Sivakumar, Priyadharshini Thandavamurthi, Thenmozhi D., Bharathi B, and Kiruthika Chandrasekaran. 2023. Tercet@LT-EDI-2023: Homophobia/Transphobia Detection in social media comment. In Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion, pages 266–271, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.ltedi-1.41 (Available online: 14-11-2023)
55. Priyadharshini Thandavamurthi, Samyuktaa Sivakumar, Shwetha Sureshnathan, Thenmozhi D., Bharathi B, and Gayathri Gl. 2023. TERCET@LT-EDI-2023: Hope Speech Detection for Equality, Diversity, and Inclusion. In Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion, pages 257–261, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.ltedi-1.39 (Available online: 14-11-2023)
56. Varsha Balaji, Archana Jp, and Bharathi B. 2023. CSE_SPEECH@LT-EDI-2023Automatic Speech Recognition vulnerable old-aged and transgender people in Tamil. In Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion, pages 204–208, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.ltedi-1.31 (Available online: 14-11-2023)
57. Suhasini S and Bharathi B. 2023. ASR_SSN_CSE@LTEDI- 2023: Pretrained Transformer based Automatic Speech Recognition system for Elderly People. In Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion, pages 161–165, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.ltedi-1.24  (Available online: 14-11-2023)
58. Bharathi B, Bharathi Raja Chakravarthi, Subalalitha Cn, Sripriya Natarajan, Rajeswari Natarajan, S Suhasini, and Swetha Valli. 2023. Overview of the Second Shared Task on Speech Recognition for Vulnerable Individuals in Tamil. In Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion, pages 31–37, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.ltedi-1.5 (Available online: 14-11-2023)
59. Bharathi R. Chakravarthi, B. Bharathi, Joephine Griffith, Kalika Bali, and Paul Buitelaar. 2023. Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion. INCOMA Ltd., Shoumen, Bulgaria, Varna, Bulgaria, edition. URL: https://aclanthology.org/2023.ltedi-1.0 (Available online: 14-11-2023)
60. Saranya S and Bharathi B. 2023. SANBAR@LT-EDI-2023:Automatic Speech Recognition: vulnerable old-aged and transgender people in Tamil. In Proceedings of the Third Workshop on Language Technology for Equality, Diversity and Inclusion, pages 155–160, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria. URL: https://aclanthology.org/2023.ltedi-1.23,(Available online: 14-11-2023)
61. Varsha Balaji, Aishwarya Kannan , Aishwarya Balaji and Bharathi Bhagavath Singh, “NLP_SSN_CSE at HOPE2023@IberLEF : Multilingual Hope Speech Detection using Machine Learning Algorithms”, IberLEF 2023, September 2023, Jaén, Spain,  CEUR workshop proceedings, Vol. 3496, pp.1-9, URL: https://ceur-ws.org/Vol-3496/hope-paper5.pdf, (Available online: 5-10-2023)
62. Dikshitha Vani V, B. Bharathi, “Hate Speech and Offensive Content Identification in Multiple Languages using machine learning algorithms”, FIRE 2022: Forum for Information Retrieval Evaluation, December 9-13, 2022, Kolkata, India,  CEUR workshop proceedings, Vol. 3395, pp. 529-541, URL: http://ceur-ws.org/Vol-3395/T4-2.pdf (Available online: 18-05-2023)
63. Aishwarya Krishnakumar, Fathima Naushin A R, Mrithula K L and B Bharathi, “Text summarization for Indian languages using pre-trained models”, FIRE 2022: Forum for Information Retrieval Evaluation, December 9-13, 2022, Kolkata, India,  CEUR workshop proceedings, Vol. 3395, pp. 424-434, URL: http://ceur-ws.org/Vol-3395/T4-2.pdf (Available online: 18-05-2023)
64. Dejah Madhusankar, Avanthika Karthikeyan and Bharathi B, “Multi-Label Emotion Classification in Urdu”, FIRE 2022: Forum for Information Retrieval Evaluation, December 9-13, 2022, Kolkata, India,  CEUR workshop proceedings, Vol. 3395, pp. 231-237, URL: http://ceur-ws.org/Vol-3395/T4-2.pdf (Available online: 18-05-2023)
65. Kogilavani Shanmugavadivel, Malliga Subramanian, Prasanna Kumar Kumaresan, Bharathi Raja Chakravarthi, B Bharathi, Subalalitha Chinnaudayar Navaneethakrishnan, Lavanya Sambath Kumar, Thomas Mandl, Rahul Ponnusamy, Vasanth Palanikumar and Manoj J Balaji, “Overview of the Shared Task on Sentiment Analysis and Homophobia Detection of YouTube Comments in Code-Mixed Dravidian Languages”, FIRE 2022: Forum for Information Retrieval Evaluation, December 9-13, 2022, Kolkata, India,  CEUR workshop proceedings, Vol. 3395, pp. 80-91, URL: http://ceur-ws.org/Vol-3395/T2-1.pdf (Available online: 18-05-2023)
66. Josephine Varsha, B Bharathi and A. Meenakshi, “Sentiment Analysis and Homophobia detection of YouTube comments in Code-Mixed Dravidian Languages using machine learning and Transformer models”, FIRE 2022: Forum for Information Retrieval Evaluation, December 9-13, 2022, Kolkata, India,  CEUR workshop proceedings, Vol. 3395, pp. 124-137, URL: http://ceur-ws.org/Vol-3395/T2-6.pdf (Available online: 18-05-2023)
67. Subalalitha Chinnaudayar Navaneethakrishnan, Bharathi Raja Chakravarthi, Kogilavani Shanmugavadivel, Malliga Subramanian, Prasanna Kumar Kumaresan, Bharathi, Lavanya Sambath Kumar, and Rahul Ponnusamy. 2023. Findings of shared task on Sentiment Analysis and Homophobia Detection of YouTube Comments in Code-Mixed Dravidian Languages. In Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation (FIRE ’22). Association for Computing Machinery, New York, NY, USA, 18–21. https://doi.org/10.1145/3574318.3574347 (Available online: 12-01-2023)
68. S. Sriraman, S. S. Kannan, S. Ravishankar and B. Bharathi, “An On-device Federated Learning System for SMS Spam Classification,” 2022 IEEE MIT Undergraduate Research Technology Conference (URTC), Cambridge, MA, USA, 2022, pp. 1-5, doi: 10.1109/URTC56832.2022.10002231 (Available online: 02-01-2023)
69. Kavitha, S., Mohanavalli, S., Bharathi, B., Rahul, C.H., Shailesh, S., Preethi, K. (2022). Classification of Indian Monument Architecture Styles Using Bi-Level Hybrid Learning Techniques. In: Suma, V., Baig, Z., Kolandapalayam Shanmugam, S., Lorenz, P. (eds) Inventive Systems and Control. Lecture Notes in Networks and Systems, vol 436. Springer, Singapore. https://doi.org/10.1007/978-981-19-1012-8_32 (Available online: 02-08-2022)
70. Bhuvana J, Mirnalinee T T, Bharathi B, Jayasooryan S, Lokesh N N, “YOLOV5 for Stroke Detection and Classification in Table Tennis”, Proceedings of the MediaEval 2021 Workshop, Online, 13-15 December 2021, CEUR workshop proceedings, Vol. 3181, URL: YOLOv5 for Stroke Detection and Classification in Table Tennis (ceur-ws.org), Available: August 2022
71. B Bharathi, G U Samyuktha, “Machine Learning Based Approach for Sentiment Analysis on Multilingual Code Mixing Text”,  FIRE 2021: Forum for Information Retrieval Evaluation, December 13-17, 2021, Virtual event,  CEUR workshop proceedings, Vol. 3159, pp. 1038-1043, URL:http://ceur-ws.org/Vol-3159/T6-18.pdf
72. Karthik Puranik, Bharathi B, Senthil Kumar B, “Transliterate or Translate? Sentiment Analysis of Code-Mixed Text in Dravidian Languages”,   FIRE 2021: Forum for Information Retrieval Evaluation, December 13-17, 2021, Virtual event,  CEUR workshop proceedings, Vol. 3159, pp. 939-949, URL:http://ceur-ws.org/Vol-3159/T6-7.pdf
73. K A. Karthikraja , Aarthi Suresh Kumar, B. Bharathi, Jayaraman Bhuvana, T.T Mirnalinee, “ Exploring Four Conventional Machine Learning Techniques and MLP”, FIRE 2021: Forum for Information Retrieval Evaluation, December 13-17, 2021, Virtual event,  CEUR workshop proceedings, Vol. 3159, pp. 806-812, URL: http://ceur-ws.org/Vol-3159/T4-7.pdf
74. Anirudh Anand, Jeet Golecha, Bharathi B, Bhuvana Jayaraman, Mirnalinee T. T, “Machine Learning Based Hate Speech Identification for English and Indo-Aryan Languages”, FIRE 2021: Forum for Information Retrieval Evaluation, December 13-17, 2021, Virtual event,  CEUR workshop proceedings, Vol. 3159, pp. 432-438, URL: http://ceur-ws.org/Vol-3159/T1-42.pdf
75. Abhishek Kumar Gautam, B. Bharathi, “RNN’s VS TRANSFORMERS : Training language models on deficit datasets”, FIRE 2021: Forum for Information Retrieval Evaluation, December 13-17, 2021, Virtual event,  CEUR workshop proceedings, Vol. 3159, pp. 737-743, URL: http://ceur-ws.org/Vol-3159/T3-17.pdf
76. Premjith B, Bharathi Raja Chakravarthi, Malliga Subramanian, Bharathi B, Soman Kp, Dhanalakshmi V, Sreelakshmi K, Arunaggiri Pandian, and Prasanna Kumaresan. 2022. Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages. In Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, pages 254–260, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
77. Bharathi B and Josephine Varsha. 2022. SSNCSE NLP@TamilNLP-ACL2022: Transformer based approach for detection of abusive comment for Tamil language. In Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, pages 158–164, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
78. Bharathi B and Josephine Varsha. 2022. SSNCSE_NLP@TamilNLP-ACL2022: Transformer based approach for Emotion analysis in Tamil language. In Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, pages 125–131, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
79. Krithika Swaminathan, Divyasri K, Gayathri G L, Thenmozhi Durairaj, and Bharathi B. 2022. PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE. In Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, pages 112–119, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
80. Divyasri K, Gayathri G L, Krithika Swaminathan, Thenmozhi Durairaj, Bharathi B, and Senthil Kumar B. 2022. PANDAS@TamilNLP-ACL2022: Emotion Analysis in Tamil Text using Language Agnostic Embeddings. In Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, pages 105–111, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
81. Dhanya Srinivasan, Bharathi B, Thenmozhi Durairaj, and Senthil Kumar B. 2022. SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, pages 317–320, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
82. Krithika Swaminathan, Bharathi B, Gayathri G L, and Hrishik Sampath. 2022. SSNCSE_NLP@LT-EDI-ACL2022: Homophobia/Transphobia Detection in Multiple Languages using SVM Classifiers and BERT-based Transformers. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, pages 239–244, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
83. Bharathi B, Dhanya Srinivasan, Josephine Varsha, Thenmozhi Durairaj, and Senthil Kumar B. 2022. SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, pages 218–222, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
84. Suhasini S and Bharathi B. 2022. SUH_ASR@LT-EDI-ACL2022: Transformer based Approach for Speech Recognition for Vulnerable Individuals in Tamil. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, pages 177–182, Dublin, Ireland. Association for Computational Linguistics. (Online inclusion: May 2022)
85. Bharathi B, Bharathi Raja Chakravarthi, Subalalitha Cn, Sripriya N, Arunaggiri Pandian, and Swetha Valli. 2022. Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, pages 339–345, Dublin, Ireland. Association for Computational Linguistics.  (Online inclusion: May 2022)
86. Ranjana, S., Priya, J., Reenu Rita, P.S., Bharathi, B. (2022). End-to-End Speaker Verification for Short Utterances. In: Reddy, V.S., Prasad, V.K., Wang, J., Reddy, K. (eds) Soft Computing and Signal Processing. ICSCSP 2021. Advances in Intelligent Systems and Computing, vol 1413. Springer, Singapore. https://doi.org/10.1007/978-981-16-7088-6_27, Feb 2022
87. Vignesh B., Sricharan P.P., Shankrith Chokkalingam S., Bhuvana J., Bharathi B. (2022) E-Biometric Voting Machine. In: Sivasubramanian A., Shastry P.N., Hong P.C. (eds) Futuristic Communication and Network Technologies. Lecture Notes in Electrical Engineering, vol 792. Springer, Singapore. https://doi.org/10.1007/978-981-16-4625-6_50 (Online inclusion: 12-10-2021)
88. B.Bharathi and A. Agnusimmaculate Silvia,” SSNCSE NLP@DravidianLangTech-EACL2021: Meme classification for Tamil using machine learning approach” in Proceedings of the First Workshop on Language Technology for Equality, Diversity and Inclusion, pages 336–339 April 19, 2021. published by Association for Computational Linguistics
89. B.Bharathi and A. Agnusimmaculate Silvia, “SSNCSE NLP@DravidianLangTech-EACL2021: Offensive Language Identification on Multilingual Code Mixing Text” in Proceedings of the First Workshop on Language Technology for Equality, Diversity and Inclusion, pages 313–317 April 19, 2021. published by Association for Computational Linguistics.
90. Nitin Nikamanth Appiah Balaji, B. Bharathi, “SSNCSE_NLP@Authorship Identification of SOurce COde (AI-SOCO) 2020”, FIRE 2020: Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India, CEUR workshop proceedings, Vol. 2826, pp. 746-750, URL: http://ceur-ws.org/Vol-2826/T5-11.pdf
91. Nitin Nikamanth Appiah Balaji, B. Bharathi and J. Bhuvana, “SSNCSE_NLP@Dravidian-CodeMix-FIRE2020:Sentiment Analysis for Dravidian Languages in Code-Mixed Text”, FIRE 2020: Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India, CEUR workshop proceedings, Vol. 2826, pp. 554-559, URL: http://ceur-ws.org/Vol-2826/T4-12.pdf
92. Nitin Nikamanth Appiah Balaji, B. Bharathi, “SSNCSE_NLP@Fake news detection in the Urdu language (UrduFake) 2020”, FIRE 2020: Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India, CEUR workshop proceedings, Vol. 2826, pp. 469-473, URL: http://ceur-ws.org/Vol-2826/T3-6.pdf
93. Nitin Nikamanth Appiah Balaji, B. Bharathi, “SSNCSE_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification on Multilingual Code Mixing Text”, FIRE 2020: Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India, CEUR workshop proceedings, Vol. 2826, pp. 370-376, URL: http://ceur-ws.org/Vol-2826/T2-36.pdf
94. Nitin Nikamanth Appiah Balaji, B. Bharathi and J. Bhuvana, “Legal Information Retrieval and Rhetorical Role Labelling for Legal Judgements”, FIRE 2020: Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India, CEUR workshop proceedings, Vol. 2826, pp. 26-30, URL: http://ceur-ws.org/Vol-2826/T1-5.pdf
95. Mani V.A., Dhanalakshmi A., Dharani S., Bharathi B. (2021) Speech Enabled Automatic Form Filling System. In: Reddy V.S., Prasad V.K., Wang J., Reddy K.T.V. (eds) Soft Computing and Signal Processing. Advances in Intelligent Systems and Computing, vol 1325. Springer, Singapore. https://doi.org/10.1007/978-981-33-6912-2_4 (Date added: June 2021)
96. Bharathi B,  Bhuvana J and Nitin Nikamanth Appiah Balaji, {SSNCSE-NLP} @ {EVALITA2020:} Textual and Contextual Stance Detection from Tweets Using Machine Learning Approach, Proceedings of the Seventh Evaluation Campaign of Natural Language               Processing and Speech Tools for Italian. Final Workshop {(EVALITA} 2020), Online event, December 17th, 2020. CEUR workshop proceedings, Vol. 2765, URL: http://ceur-ws.org/Vol-2765/paper151.pdf
97. Nitin Nikamanth  and B, Bharathi, “Semi-supervised Fine-grained Approach for {A}rabic dialect detection task”, Proceedings of the Fifth Arabic Natural Language Processing Workshop Dec 2020, Barcelona, Spain (Online), pp. 257–261, URL: https://www.aclweb.org/anthology/2020.wanlp-1.25
98. G. Deepsheka, R. Kheerthana, M. Mourina and B. Bharathi, “Recurrent neural network based Music Recognition using Audio Fingerprinting,” 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2020, pp. 1-6, doi: 10.1109/ICSSIT48917.2020.9214302. Date Added to IEEE Xplore: 6 October 2020
99. R.N.Kirtana, S.Kavitha, B.Bharathi, S.K.Priya, B.Keerthana and K.Kripa, “Smart Irrigation System using Zigbee Technology and Machine Learning Techniques”,  International Conference on Intelligent Computing and Communication for Smart World (I2C2SW), Erode, India, 2018, pp. 78-82, DOI: 10.1109/I2C2SW45816.2018.8997121, Date Added to IEEE Xplore: 13 February 2020.
100. M. G. Kumar, S. R. Kumar, S. M. S, B. Bharathi and H. A. Murthy, “Spoof Detection Using Time-Delay Shallow Neural Network and Feature Switching,” 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), SG, Singapore, 2019, pp. 1011-1017, doi: 10.1109/ASRU46091.2019.9003824.
101. M. Uma, V. Sneha, G. Sneha, J. Bhuvana and B. Bharathi, “Formation of SQL from Natural Language Query using NLP,” 2019 International Conference on Computational Intelligence in Data Science (ICCIDS), 2019, pp. 1-5, doi: 10.1109/ICCIDS.2019.8862080.  Date Added to IEEE Xplore: 01 Oct 2019
102. S.Kavitha,S.Mohanavalli and B. Bharathi,Published a paper titled as “Predicting Learning Behaviour of Online Course Learners’ using Hybrid Deep Learning Model”, in IEEE 6th International Conference on MOOCs, Technology and Innovation in Education, MITE 2018 at MLR Institute of Technology, Hyderabad, 29-30 November 2018, pp.98-102. DOI: 10.1109/MITE.2018.8747136.
103. J. Mary Hanna Priyadharshini, S. Kavitha, and B. Bharathi, published a paper titled as “Comparative analysis of multilayer backpropagation and multi-channel deep convolutional neural network for human activity recognition”, AIP Conference Proceedings 2095, 030014 (2019); https://doi.org/10.1063/1.5097525 Published Online: 09 April 2019. IF: 0.40
104. Sharmadha S., Shivani K., Shruthi K., Bharathi B., Kavitha S. (2020) Automatic Speech Recognition Using Deep Neural Network. In: Reddy V., Prasad V., Wang J., Reddy K. (eds) Soft Computing and Signal Processing. ICSCSP 2019. Advances in Intelligent Systems and Computing, vol 1118. Springer, Singapore. https://doi.org/10.1007/978-981-15-2475-2_33
105. Akshara S., Hemapriyalakshmi R., Keerthana S., Bharathi B., Kavitha S. (2020) Acoustic Scene Classification Using Convolutional Neural Network. In: Reddy V., Prasad V., Wang J., Reddy K. (eds) Soft Computing and Signal Processing. ICSCSP 2019. Advances in Intelligent Systems and Computing, vol 1118. Springer, Singapore. https://doi.org/10.1007/978-981-15-2475-2_28
106. Saranya S., Rupesh Kumar S., Bharathi B. (2020) Deep Learning Approach: Detection of Replay Attack in ASV Systems. In: Reddy V., Prasad V., Wang J., Reddy K. (eds) Soft Computing and Signal Processing. ICSCSP 2019. Advances in Intelligent Systems and Computing, vol 1118. Springer, Singapore. https://doi.org/10.1007/978-981-15-2475-2_27
107. Bharathi B., Bhuvana J. (2019) Domain Name Detection and Classification Using Deep Neural Networks. In: Thampi S., Madria S., Wang G., Rawat D., Alcaraz Calero J. (eds) Security in Computing and Communications. SSCC 2018. Communications in Computer and Information Science, vol 969. Springer, Singapore, Online ISBN: 978-981-13-5826-5, DOI: https://doi.org/10.1007/978-981-13-5826-5_53 (Scopus) IF: 0.49
108. B. Bharathi, J. Bhuvana, “Statistical testing based feature selection for Native Language Identification”, 10th international conference at DAIICT (FIRE 2018), Gandhinagar, Gujarat, December 7-9, 2018, pp.59-67. [CEUR proceedings, Volume: 2266] (scopus) – IF : 0.34
109. Suvidha Rupesh kumar, B. Bharathi, “Spoofing detection-A challenge in ASV – A survey” in International conference on cognitive IoT with big data and cloud(ICCIBC 2018), Hindustan Institute of Technology & Science,  25-26, Oct. 2018.
110. Kavitha S., Bharathi B., Pravish S., Purushothaman S.S., Brain Visual State Classification of fMRI Data Using Fuzzy Support Vector Machine. , International conference on 2nd International Conference on Advanced Computing and Intelligent Engineering 23-25 November, 2017, Central University of Rajasthan, Ajmer, India, Published In: Panigrahi C., Pujari A., Misra S., Pati B., Li KC. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 714. Springer, Singapore, First Online: 10 July 2018, https://doi.org/10.1007/978-981-13-0224-4_15 (Scopus) – IF: 0.57
111. P. Mirunalini, B. Bharathi, N. Ananthamurugan, S. Suresh and S. Gopal, “Multi-Level Smart Parking System,” 2018 International Conference on Computer, Communication, and Signal Processing (ICCCSP), 2018, pp. 1-4, doi: 10.1109/ICCCSP.2018.8452835. Date Added to IEEE Xplore: 02 Sept 2018
112. S. Saranya, B. Bharathi and S. Kavitha, “An Approach to Detect Replay Attack in Automatic Speaker Verification System,” 2018 International Conference on Computer, Communication, and Signal Processing (ICCCSP), 2018, pp. 1-5, doi: 10.1109/ICCCSP.2018.8452827. Date Added to IEEE Xplore: 02 Sept 2018
113. B. Bharathi, S. Kavitha and S. Sugapriya, “Bilingual Speech Recognition System for Isolated Words Using Deep Neural Network,” 2018 International Conference on Computer, Communication, and Signal Processing (ICCCSP), 2018, pp. 1-4, doi: 10.1109/ICCCSP.2018.8452832. Date Added to IEEE Xplore: 02 Sept 2018
114. B. Bharathi,M. Anirudh, J. Bhuvana published a paper titled “Bharathi SSN @ INLI-FIRE-2017:SVM based approach for Indian Native Language Identification” International conference on Forum of Information Retrieval Evaluation (FIRE 2017), In CEUR proceedings, Vol. 2036, pages:110-112, Indian  Institute of Science, Dec. 2017. IF: 0.34
115. Bharathi B, Kavitha S, Shashaank D S, Priyanka S and Sriram V, “Speech Recognition based Chess System for Visually Challanged”, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS 2017), SKR Engineering College, Poonamallee, August 1-2,2017.
116. J Mary Hanna Priyadharshini, S Kavitha and B. Bharathi, “Classification and Analysis of Human Activities”, IEEE International Conference on Communication and Signal Processing (ICCSP 2017), April 6-8, 2017.
117. B. Bharathi, G. Sridevi, G.J. Varshitha, “Recognizing and Retrieving the meaning of Thirukkural from speech utterances”, International conference on signal processing, communications & networking, Madras Institute of Technology, March 16-18, 2017.(Received Best Paper Award)
118. B. Bharathi, S. Kavitha, Nekshan Percy Kotwal, Nivedita Parasaram and J. Piriyanga, “Unit selection based speech synthesis for converting short text message into voice message in mobile phones”, International conference on advanced computing and communication systems, Sri Eshwar College of Engineering, Coimbatore, January 6-7, 2017
119. Hans Krupakar, Keerthika Rajvel, B. Bhrathi, Angel Deborah and K. Valli devi, “A survey of voice translation methodologies -acoustic dialect decoder” IEEE International Conference on Information Communication & Embedded Systems(ICICES 2016), S.A. Engineering College Chennai, Feb 25-26, 2016.
120. B. Bharthi, S. Kavitha, Nekshan Percy Kotwal, Nivedita Parasaram and J. Piriyanga, “Unit selection based speech synthesis for converting short text message into voice message in mobile phones”, International conference on advanced computing and communication systems, Sri Eshwar College of Engineering, Coimbatore, January 6-7, 2017.
121. Kavitha S, Mohana Priya K and Bharathi B, “Brain tumor types and grades classification based on statistical feature set using Support Vector Machine”, IEEE International Conference on Intelligent Systems and Control (ISCO 2016), Karpagam college of Engineering, Coimbatore, Jan 7-8, 2016.
122. Bharathi B, Kavitha S, Umar Ali S and Mohana Priya K, “Speaker verification in a noisy environment by enhancing the speech signal using various approaches of spectral subtraction”, 10th IEEE International Conference on Intelligent Systems and Control (ISCO 2016), Karpagam college of Engineering, Coimbatore. Jan 7-8, 2016
123. Bharathi B, Mohamed Ashique A, Aravind Krishna V V, Kavitha S, “Speaker age estimation from speech utterance using i-vector and Gaussian mixture model”, Seventh international conference on Advanced Computing(ICoAC’15), MIT campus, Anna University, Chennai, Dec 15-17, 2015
124. P. Suba and B. Bharathi, “Analysing the Performance of Speaker Identification Task using Different Short Term and Long Term Features”, Proceedings of 2014 IEEE International Conference on Advanced Communication Control and Computing Technologies, Syed Ammal Engineering College, Ramanathapuram, May 8-10, 2014, ISBN: 978-1-4799-3914-5, pp.1451-1456
125. B. Bharathi and T. Nagarajan. “ GMM and i-vector based speaker verification using speaker-specific-text for short utterances”, in proceedings of TENCON 2013, at Xi’an, China,22-25, Oct, 2013.
126. L. Kavitha and B. Bharathi, “Speaker verification using support vector machine” in proceedings of  second IEEE international conference on communication and signal processing (ICCSP-13) held at Adhiparasakthi engineering college, 3-5 April, 2013.
127. P. Vijayalakshmi, B. Bharathi, T. Nagarajan,  “Reducing the complexity of a triphone- based speech recognition system based on degree of coarticulation”, in proceedings of IEEE Technical symposium at IIT Khargpur, during Jan .14 – 16, 2011.
128. B. Bharathi, P. Vijayalakshmi, T. Nagarajan “Speaker identification using utterances correspond to speaker-specific-text ” in proceedings of IEEE Technical symposium at IIT Khargpur, during Jan .14 – 16, 2011.
129. C. Arun Kumar, B. Bharathi and T. Nagarajan, “A discriminative GMM technique using product of likelihood Gaussians” in proceedings of  IEEE Tencon at Singapore, during 23-26 Nov. 2009.
130. B. Bharathi, K. Prathiba “A novel approach for automatic phoneme segmentation” in proceedings of International conference on Information science and Applications, at Panimalar Engineering college, Poonamallee, Chennai, 6th Feb 2010.
131. Suvidha Rupesh Kumar, B. Bharathi “ A Novel approach to continuous Tamil word Recognition” in proceedings of International conference on Emerging trends in High Performance Architecture Algorithms & computing, at , SSN College of Engineering, 13th July 2007.
132. B. Bharathi, Vetriselvi “Music genere classification of audio signals” in proceedings of International conference on Soft computing Techniques in engineering, Avinashilingam University for woman, Coimbatore, January 2007.
133. B. Bharathi, V. Deepalakhmi and I. Nelson “ A Neural Network Based Speech Recognition System for Isolated Tamil Words” , in proceedings of International Conference on Neural  Networks and Artificial Inteligence, Brest, Belarus, June 2006.

Awards

• Outstanding Faculty in Engineering Award – Venus International Foundation.
• Best Teacher Awards – SSN College of Engineering (received on multiple occasions in recognition of excellence in teaching and academic contributions).

Area of Research

• Speech Processing
• Automatic Speech Recognition (ASR)
• Speaker Verification and Anti-Spoofing
• Natural Language Processing (NLP)
• Machine Learning
• Multimodal Language Technologies

Membership

• Computer Society of India (LM-I0093648)
• Association of Computer Machinery (ACM) –  0716757
• The Institute of Electrical and Electronics Engineers (IEEE) – 93682920

Links

• Scopus: https://www.scopus.com/authid/detail.uri?authorId=58494595400
• Google scholar: https://scholar.google.com/citations?user=Js22CPwAAAAJ&hl=en
• ORCID: https://orcid.org/my-orcid?orcid=0000-0001-7279-5357