Jibran Khan

AI4TEN: Fine-Tuning Pre-Trained Audio Transformers (BEATs, AST) for Cross-Dataset Acoustic Vehicle Classification with Domain Adaptation

Acoustic vehicle classification from roadside microphones supports source-specific traffic noise monitoring, but classifiers trained on one dataset generalize poorly to recordings from different environments. This study compares pre-trained audio transformers (BEATs, AST) against...