Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering

Óscar Jiménez Rama, Fernando Moreno-Pino, David Ramírez +1

The best encoding is the one that is interpretable in nature. In this work, we introduce a novel model that incorporates an interpretable bottleneck-termed the Filter Bank (FB)-at…