Dual-stage learning framework for underwater acoustic target recognition with cross-attention mechanism and audio-guided contrastive learning

Underwater acoustic target recognition is crucial for marine exploration and environmental monitoring. However, the redundancy in raw time-domain signals and the challenges in effectively integrating time-frequency representations with audio features hinder current methods. To address these challeng...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 652; p. 131101
Main Authors:	Zhao, Rongyao, Liu, Feng, Zhao, Lyufang, Li, Daihui, Xu, Jing, Liu, Yuanxin, Shen, Tongsheng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.11.2025
Subjects:	Contrastive learning Cross-attention mechanism Dual-stage learning Masked autoencoder Underwater acoustic target recognition Underwater acoustic target recognition Masked autoencoder Dual-stage learning Contrastive learning Cross-attention mechanism
ISSN:	0925-2312
Online Access:	Get full text
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