Analysis of Frequency-Dependent Methods in Sound Event Detection: Insights from FilterAugment and Dynamic Convolution
This paper investigates how frequency-dependent methods improve Sound Event Detection (SED) by analyzing FilterAugment and Frequency Dynamic Convolution (FDY Conv). The researchers performed systematic experiments to understand why these techniques wor…