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Jibran Khan

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Open access Sep 2026

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

Both pre-trained audio transformers substantially outperform the baseline for cross-dataset vehicle classification into five categories, with self-supervised pre-training producing slightly more transferable representations than supervised pre-training.

Jibran Khan · Acoustics · 0 citations