{"id":12599,"date":"2026-06-20T15:52:00","date_gmt":"2026-06-20T10:22:00","guid":{"rendered":"https:\/\/eng.jfn.ac.lk\/mlsp\/?page_id=12599"},"modified":"2026-06-20T16:31:44","modified_gmt":"2026-06-20T11:01:44","slug":"research-projects","status":"publish","type":"page","link":"https:\/\/eng.jfn.ac.lk\/mlsp\/?page_id=12599","title":{"rendered":"Projects"},"content":{"rendered":"
MLSP Research Group<\/span><\/p>\n

Our Research Projects<\/h1>\n

Machine Learning & Signal Processing — Faculty of Engineering, University of Jaffna<\/p>\n<\/div>\n

\n
\n
\n
🧠<\/div>\n

A Generative AI Framework for End-to-End Semantic Communication<\/h3>\n

A Generative-AI semantic communication framework for efficient, robust transmission of medical images and videos using ViT, LLMs, CLIP and diffusion models.<\/p>\n

View project →<\/a><\/div>\n

\n
🩺<\/div>\n

Breaking Communication Barriers in Healthcare<\/h3>\n

A personalized Speech-to-Sign 3D avatar that translates a doctor’s spoken Sinhala into Sinhala Sign Language for deaf patients.<\/p>\n

View project →<\/a><\/div>\n

\n
🤟<\/div>\n

Personalized Sign Language to Speech for Assistive Communication<\/h3>\n

A real-time Sri Lankan Sign Language to Sinhala speech translation system using computer vision and deep learning.<\/p>\n

View project →<\/a><\/div>\n

\n
🎤<\/div>\n

Developing speaker verification and speaker diarization technologies for real world applications<\/h3>\n

A speaker verification system uses all the information in a speaker’s voice to recognize their identity.<\/p>\n<\/div>\n

\n
😴<\/div>\n

Drowsiness Detection of Drivers in Vehicles using Deep Learning Approaches<\/h3>\n

Drowsiness or fatigue is a major cause of road accidents and has significant implications for road safety.<\/p>\n<\/div>\n

\n
⚡<\/div>\n

Electricity Load\/demand Forecasting in Sri Lanka using Deep Learning Techniques<\/h3>\n

Most of the time electricity cannot be stored — it must be generated as soon as it is demanded.<\/p>\n<\/div>\n

\n
☀️<\/div>\n

Solar Irradiance Forecasting using Deep Learning Approaches<\/h3>\n

Forecasting solar irradiation at a specific location over long time horizons has attained massive importance.<\/p>\n<\/div>\n

\n
🌿<\/div>\n

Weed Classification System<\/h3>\n

Any plant in the field other than the crop is a weed; weeds consume land and water and reduce crop production.<\/p>\n<\/div>\n

\n
🌳<\/div>\n

Plant Disease Identification System<\/h3>\n

Disease in agricultural crops affects yields; early identification is important for crop protection.<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

MLSP Research Group 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. View project → 🩺 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. View project → 🤟 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. View project → 🎤 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.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=\/wp\/v2\/pages\/12599"}],"collection":[{"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=12599"}],"version-history":[{"count":2,"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=\/wp\/v2\/pages\/12599\/revisions"}],"predecessor-version":[{"id":12616,"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=\/wp\/v2\/pages\/12599\/revisions\/12616"}],"wp:attachment":[{"href":"https:\/\/eng.jfn.ac.lk\/mlsp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}