2025
Trainingless Adaptation of Pretrained Models for Environmental Sound Classification
ICASSP 2025accepted
Deep neural network (DNN)-based models for environmental sound classification are not robust against a domain to which training data do not belong, that is, out-of-distribution or unseen data. To utilize pretrained models for the unseen domain, adaptation methods, such as finetuning and transfer lea…