Evaluation of Noise Reduction Methods for Sentence Recognition by Sinhala Speaking Listeners

1 code implementation • 31 Mar 2023 • Malitha Gunawardhana, Chathuki Navanjana, Dinithi Fernando, Nipuna Upeksha, Anjula De Silva

Noise reduction is a crucial aspect of hearing aids, which researchers have been striving to address over the years.

Action Detection Activity Detection +1

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds

no code implementations • 2 Feb 2021 • Ramith Hettiarachchi, Udith Haputhanthri, Kithmini Herath, Hasindu Kariyawasam, Shehan Munasinghe, Kithmin Wickramasinghe, Duminda Samarasinghe, Anjula De Silva, Chamira U. S. Edussooriya

Furthermore, our results show that individually collected ECG or PCG waveforms are able to provide transferable features which could effectively help to make use of a limited number of synchronized PCG and ECG waveforms and still achieve significant classification performance.

Transfer Learning

A Thickness Sensitive Vessel Extraction Framework for Retinal and Conjunctival Vascular Tortuosity Analysis

no code implementations • 2 Jan 2021 • Ashwin De Silva, Malsha V. Perera, Navodini Wijethilake, Saroj Jayasinghe, Nuwan D. Nanayakkara, Anjula De Silva

In addition, the proposed framework was utilized to determine the association of diabetes with retinal and conjunctival vascular tortuosity.