Our Research Projects
Machine Learning & Signal Processing — Faculty of Engineering, University of Jaffna
A Generative AI Framework for End-to-End Semantic Communication
A Generative-AI semantic communication framework for efficient, robust transmission of medical images and videos using ViT, LLMs, CLIP and diffusion models.
Breaking Communication Barriers in Healthcare
A personalized Speech-to-Sign 3D avatar that translates a doctor’s spoken Sinhala into Sinhala Sign Language for deaf patients.
Personalized Sign Language to Speech for Assistive Communication
A real-time Sri Lankan Sign Language to Sinhala speech translation system using computer vision and deep learning.
Developing speaker verification and speaker diarization technologies for real world applications
A speaker verification system uses all the information in a speaker’s voice to recognize their identity.
Drowsiness Detection of Drivers in Vehicles using Deep Learning Approaches
Drowsiness or fatigue is a major cause of road accidents and has significant implications for road safety.
Electricity Load/demand Forecasting in Sri Lanka using Deep Learning Techniques
Most of the time electricity cannot be stored — it must be generated as soon as it is demanded.
Solar Irradiance Forecasting using Deep Learning Approaches
Forecasting solar irradiation at a specific location over long time horizons has attained massive importance.
Weed Classification System
Any plant in the field other than the crop is a weed; weeds consume land and water and reduce crop production.
Plant Disease Identification System
Disease in agricultural crops affects yields; early identification is important for crop protection.