The Power Cepstrum Calculation with Convolutional Neural Networks

A model of neural network with convolutional layers that calculates the power cepstrum of the input signal is proposed. To achieve it, the network calculates the discrete-time short-term Fourier transform internally, obtaining the spectrogram of the signal as an intermediate step. The weights of the...

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Bibliographic Details
Main Authors: Mario Alejandro García, Eduardo Atilio Destéfanis
Format: Article
Language:English
Published: Postgraduate Office, School of Computer Science, Universidad Nacional de La Plata 2019-10-01
Series:Journal of Computer Science and Technology
Subjects:
Online Access:http://journal.info.unlp.edu.ar/JCST/article/view/1200