
Environmental Sound Classification Using EfficientNet with Enhanced Audio Processing
Accepted for publication, Springer Conference Proceedings, 2025.
Proposed an attention-enhanced EfficientNet-based framework with multi-channel audio representations, achieving 92% accuracy on the ESC-50 dataset without external pre-training.