2 papers
eess.AS2026
Exploring Frequency-Domain Feature Modeling for HRTF Magnitude Upsampling
Xingyu Chen, Hanwen Bi, Fei Ma +3
Accurate upsampling of Head-Related Transfer Functions (HRTFs) from sparse measurements is crucial for personalized spatial audio rendering. Traditional interpolation methods, such…
cs.LG2025
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…