222 citations · 390 across the 37 of their papers we have counts for
3 papers · 1 filter
Point Neuron Learning: A New Physics-Informed Neural Network Architecture
Hanwen Bi, Thushara D. Abhayapala
Machine learning and neural networks have advanced numerous research domains, but challenges such as large training data requirements and inconsistent model performance hinder thei…
Source Localization by Multidimensional Steered Response Power Mapping with Sparse Bayesian Learning
Wei-Ting Lai, Lachlan Birnie, Xingyu Chen +3
We propose an advance Steered Response Power (SRP) method for localizing multiple sources. While conventional SRP performs well in adverse conditions, it remains to struggle in sce…
Reproducing the Acoustic Velocity Vectors in a Circular Listening Area
Jiarui Wang, Thushara Abhayapala, Jihui Aimee Zhang +1
Acoustic velocity vectors are important for human's localization of sound at low frequencies. This paper proposes a sound field reproduction algorithm, which matches the acoustic v…