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20242026
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eess.SP2025

Investigation of Feature Selection and Pooling Methods for Environmental Sound Classification

Parinaz Binandeh Dehaghani, Danilo Pena, A. Pedro Aguiar

This paper explores the impact of dimensionality reduction and pooling methods for Environmental Sound Classification (ESC) using lightweight CNNs. We evaluate Sparse Salient Regio…