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cs.SD2019
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms
Karl Michel Koerich, Mohammad Esmaeilpour, Sajjad Abdoli +2
This paper shows the susceptibility of spectrogram-based audio classifiers to adversarial attacks and the transferability of such attacks to audio waveforms. Some commonly used adv…
cs.SD2019★ 3 cited
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network
Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich
In this paper, we present an end-to-end approach for environmental sound classification based on a 1D Convolution Neural Network (CNN) that learns a representation directly from th…