Shenghui Zhao

Using conditional restricted Boltzmann machines for spectral envelope modeling in speech bandwidth extension

In this paper, we present a conditional restricted Boltzmann machine (CRBM) based speech bandwidth extension (BWE) method. A CRBM is employed to obtain time information and model deep non-linear relationships between the spectral envelope features of low frequency (LF) and high frequency (HF). Two e…