Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition

no code implementations • 17 Nov 2016 • Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng, Lianhong Cai

Hence, traditional methods may fail to distinguish some of the emotions with just one global feature subspace.

General Classification Speech Emotion Recognition

Feature Learning with Gaussian Restricted Boltzmann Machine for Robust Speech Recognition

no code implementations • 23 Sep 2013 • Xin Zheng, Zhiyong Wu, Helen Meng, Weifeng Li, Lianhong Cai

In this paper, we first present a new variant of Gaussian restricted Boltzmann machine (GRBM) called multivariate Gaussian restricted Boltzmann machine (MGRBM), with its definition and learning algorithm.

Robust Speech Recognition speech-recognition