Deep Learning-Based Speech Enhancement for Robust Sound Classification in Security Systems

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Bibliographische Detailangaben
Veröffentlicht in:	Electronics vol. 14, no. 13 (2025), p. 2643-2668
1. Verfasser:	Mensah, Samuel Yaw
Weitere Verfasser:	Zhang, Tao, Mahmud, Nahid AI, Geng Yanzhang
Veröffentlicht:	MDPI AG
Schlagworte:	Mean square errors Accuracy Datasets Deep learning Performance evaluation Classification Multilayers Artificial neural networks Real time Signal processing Generative adversarial networks Speech processing Audio recordings Machine learning Access control Sound Statistical analysis Regularization Artificial intelligence Security systems Fourier transforms Signal to noise ratio Intelligibility Neural networks Decision making Network latency Recurrent neural networks Methods Audio signals Surveillance Kalman filters Speech
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