Dr. S. L. Jayalakshmi
About
Research Area
S.L.Jayalakshmi received her Ph.D degree from the Department of Information and Communication Engineering, Anna University, Chennai, India. She is having 14+years of teaching experience in various subject domains. Currently, She is working as Assistant Professor in Department of Computer Science at Pondicherry University(Main Campus),Puducherry, India. She has authored / coauthored over 40+ research articles in various SCI, Scopus indexed Journals and Conferences in the areas of Machine learning and Speech and audio signal modeling.
Teaching Experience
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Research (Guided & On-roll)
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Notable & Recent Publications
Chandrakala, S., & Jayalakshmi, S. L. (2019). Environmental audio scene and sound event recognition for autonomous surveillance: A survey and comparative studies. ACM Computing Surveys (CSUR), 52(3), 1-34. Impact Factor: 23.8
Chandrakala, S., & Jayalakshmi, S. L. (2019). Generative model driven representation learning in a hybrid framework for environmental audio scene and sound event recognition. IEEE Transactions on Multimedia, 22(1), 3-14. Impact Factor: 8.4
Chandrakala, S., Malini, S., & Jayalakshmi, S. L. (2020). Bag of models based embeddings for assessment of neurological disorders using speech intelligibility. IEEE Transactions on Emerging Topics in Computing, 9(3), 1265-1275. Impact Factor: 5.09
Chandrakala, S. Venkatraman M, Shreyas N & Jayalakshmi S L . (2021). Multi-view representation for sound event recognition. Signal, Image and Video Processing, 15(6), 1211-1219. Impact Factor: 2
Prashanth, A., Jayalakshmi, S. L., & Vedhapriyavadhana, R. (2024). A review of deep learning techniques in audio event recognition (AER) applications. Multimedia Tools and Applications, 83(3), 8129-8143. Impact Factor: 3
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