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Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network

Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network

In this paper, we propose a model for the Environment Sound Classification Task (ESC) that consists of multiple feature channels given as input to a Deep Convolutional Neural Network (CNN) with Attention mechanism.The novelty of the paper lies in using multiple feature channels consisting of Mel-Frequency Cepstral Coefficients (MFCC), Gammatone …