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20192023
most citedAn Ensemble of Convolutional Neural Networks for Audio Classification

108 citations · 147 across the 4 of their papers we have counts for

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cs.LG2019

Data augmentation approaches for improving animal audio classification

Loris Nanni, Gianluca Maguolo, Michelangelo Paci

In this paper we present ensembles of classifiers for automated animal audio classification, exploiting different data augmentation techniques for training Convolutional Neural Net…

eess.AS2019

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation

Gianluca Maguolo, Michelangelo Paci, Loris Nanni +1

Audio data augmentation is a key step in training deep neural networks for solving audio classification tasks. In this paper, we introduce Audiogmenter, a novel audio data augmenta…