Dr. Sumita Nainan

Achievements

• Dr. Sumita Nainan has significant contributions to research, with numerous publications in both journals and book chapters. She is actively involved in student research activities. Furthermore, Dr. Sumita Nainan being the ISF coordinator for IETE has played a key role in organizing various seminars, workshops, industry visits and project display competitions.

Publications

Journals

1. S. Nainan and V. Kulkarni, “Enhancement in Speaker Recognition for optimized Speech features using GMM, SVM and 1D CNN”, International Journal of Speech Technology, 29th.Oct. 2020. DOI 10.1007/s10772-020-09771-2.
2. S. Nainan and V. Kulkarni, “Synergy in Voice and Lip Movement for Automatic Person Recognition”, IEIE Transactions on Smart Processing and Computing, vol. 8, no. 4, August 2019 https://doi.org/10.5573/IEIESPC.2019.8.4.279.
3. S.Nainan and B.Pathya” Performance Evaluation of Face Recognition using LBP, PCA and SVM SSRG”, International Journal of Computer Science and Engineering SSRG-IJCSE, vol. 3 Issue 4, 2016.

Conferences

1. Binayak Banerjee and Sumita Nainan, “ Illegal Construction site detection using Deep Learning”, 8th International Conference on Information Technology for Intelligent Systems. ICTIS 2024. Springer LNNS. ISSN: 2367-3370, Series: https://www.springer.com/series/15179 (Indexed by SCOPUS, INSPEC, WTI Frankfurt eG, zbMATH, SCImago).
2. Devesh Pawar, Yaashie Sabla, Nishil Tayal & Sumita Nainan, “Predicting Telecom Customer Churn: An In-depth Evaluation of Machine Learning Algorithms”, The Fourteenth International Joint Conference on Advances in Engineering and Technology, AET 2023.(29th Dec 2023). AET-2023_536
3. M. Rajdev, S.Nainan et.al., “ Optical Character and Font Recognizer”, Advances in Computing and Data Sciences. ICACDS 2019. Communications in Computer and Information Science, vol. 1046. Springer, Singapore. https://doi.org/10.1007/978-981-13-9942-8_45.
4. S. Nainan and V.Kulkarni, “Lip Tracking Using Deformable and Geometric Approaches),” in Proc. 3rd International Conference on Information and Communication Technology for Intelligent Systems 2018 , Chapter 65, pp. 1-9, 2018.
5. S.Nainan and V.Kulkarni and A. Srivastava., “Computer Vision based Real Time Lip Tracking for Person Authentication” International conference on Information and Communication Technology for Intelligent Systems 2017”, Smart Innovations, Systems and Technologies Springer,vol.83, pp. 108-115,.2017.
6. S.Nainan and V.Kulkarni, “Performance Evaluation of Text independent Automatic Speaker Recognition using VQ and GMM” Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies, ACM, ICTIS, 2016 .
7. S.Nainan and V.Kulkarni, “A Comparison of Performance Evaluation of ASR for Noisy and Enhanced signal using GMM” International Conference on Computing, analytics and Security trends, CAST, 2016 pp.489-494, College of Engineering Pune, India. 2016.
8. S.Nainan and A.Kumar and V.Gohil,” Speech controlled Automobile with Three level biometric security System”, International Conference On Computing, Communication, Control And Automation ICCUBEA, IEEE, 2017.
9. S.Nainan & P. Dhoipode,”Design and Performance Evaluation of Microstrip Antenna Arrays” International Conference on Communication and Signal Processing, ICCSP ISBN no.978-1-4799-8080-2, April 2015.

Workshop

1. 4day Winter School on Audio and Speech Processing ‘Speech Prosody’ SSN college Chennai,8th-11th January 2016.
2. Machine Learning using Python, STTP, 3- 7 Dec 2018 2018-19

Current Membership or Professional Organizations:

1. Life Member, IETE
2. Life Member, ISTE