94 citations · 102 across the 10 of their papers we have counts for
10 papers
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation
Chung-Soo Ahn, Jagath C. Rajapakse, Rajib Rana
While speech emotion recognition (SER) research has made significant progress, achieving generalization across various corpora continues to pose a problem. We propose a novel domai…
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition
Siddique Latif, Rajib Rana, Sara Khalifa +2
Despite the recent progress in speech emotion recognition (SER), state-of-the-art systems lack generalisation across different conditions. A key underlying reason for poor generali…
Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech
Rajib Rana
Despite the enormous interest in emotion classification from speech, the impact of noise on emotion classification is not well understood. This is important because, due to the tre…
Sparse Bayesian Learning for EEG Source Localization
Sajib Saha, Frank de Hoog, Ya. I. Nesterets +3
Purpose: Localizing the sources of electrical activity from electroencephalographic (EEG) data has gained considerable attention over the last few years. In this paper, we propose…
Guiding Ebola Patients to Suitable Health Facilities: An SMS-based Approach
Mohamad Trad, Raja Jurdak, Rajib Rana
We propose to utilize mobile phone technology as a vehicle for people to report their symptoms and to receive immediate feedback about the health services readily available, and fo…
Ensemble Sensing on Smart Werables for a better Telehealth System
Rajib Rana, Margee Hume
Telehealth offers interesting avenues for improving healthcare access in vulnerable populations through use of electronic devices in the patient's home that monitor and assess for…