4 papers
From Stress to Affect: Multimodal Deep Learning for Physiological Emotion Recognition Across Wearable Sensor Modalities
Desta Haileselassie Hagos, Saurav Keshari Aryal, Legand L. Burge
Physiological emotion recognition using wearable sensors has important applications in mental health monitoring, affective computing, and human-computer interaction. However, exist…
Deep Temporal Modeling and Ensemble Fusion for Multimodal Emotion Recognition from Physiological Signals
Desta Haileselassie Hagos, Saurav Keshari Aryal, Patrick Ymele-Leki +2
Physiological stress and emotion recognition are important for health monitoring and affective computing. In this work, we present a comprehensive evaluation of deep learning model…
BiSparse-AAS: Bilinear Sparse Attention and Adaptive Spans Framework for Scalable and Efficient Text Summarization
Desta Haileselassie Hagos, Legand L. Burge, Anietie Andy +2
Transformer-based architectures have advanced text summarization, yet their quadratic complexity limits scalability on long documents. This paper introduces BiSparse-AAS (Bilinear…
Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's
Saurav K. Aryal, Howard Prioleau, Legand Burge
The average life expectancy is increasing globally due to advancements in medical technology, preventive health care, and a growing emphasis on gerontological health. Therefore, de…