Addressing Feature Imbalance in Sound Source Separation

Jaechang Kim, Jeongyeon Hwang, Soheun Yi +2

Neural networks often suffer from a feature preference problem, where they tend to overly rely on specific features to solve a task while disregarding other features, even if those…