2 citations · 2 across the 7 of their papers we have counts for
9 papers
Do Artificial Neural Networks Need Dendritic Nanotubes? Two Reasons for Shrinking Importance Estimates in Continual Learning
Saurav K. Aryal
Regularization-based continual learning protects each parameter in proportion to an estimate of its importance, yet these estimates come from finite samples and heuristics and are…
BiMamba2 Masked Discrete-Unit Prediction for Multilingual Speech Representation for Unsupervised Speech in the Wild Challenge
Prakriti Subedi, Howard Prioleau, Saurav K Aryal
We describe our submission to the Unsupervised Speech in the Wild (UPS) Challenge at Interspeech 2026, a bidirectional Mamba-2 (BiMamba2) encoder trained with masked discrete-unit…
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…
Sentiment Analysis Across Multiple African Languages: A Current Benchmark
Saurav K. Aryal, Howard Prioleau, Surakshya Aryal
Sentiment analysis is a fundamental and valuable task in NLP. However, due to limitations in data and technological availability, research into sentiment analysis of African langua…
Evaluating Novel Mask-RCNN Architectures for Ear Mask Segmentation
Saurav K. Aryal, Teanna Barrett, Gloria Washington
The human ear is generally universal, collectible, distinct, and permanent. Ear-based biometric recognition is a niche and recent approach that is being explored. For any ear-based…
Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation
Saurav K. Aryal, Howard Prioleau, Gloria Washington
With increasing globalization and immigration, various studies have estimated that about half of the world population is bilingual. Consequently, individuals concurrently use two o…
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…
Associating eHealth Policies and National Data Privacy Regulations
Saurav K. Aryal, Peter A. Keiller
As electronic data becomes the lifeline of modern society, privacy concerns increase. These concerns are reflected by the European Union's enactment of the General Data Protection…