Hilde I. Hummel

Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings

This work conducts the first empirical comparative study of transfer learning for UATR, evaluating multiple pretrained audio models originating from diverse audio domains and shows that linear probing enables effective automatic UATR using pretrained audio models at low computational cost, significantly reducing the ne...