Speech Emotion Recognition Based on Robust Discriminative Sparse Regression

Speech emotion recognition has recently attracted much interest due to the widespread of multimedia data. It generally involves two basic problems: 1) feature extraction and 2) emotion classification. Most previous algorithms just focus on solving one of these two problems. In this article, we aim to deal with these two problems in a joint learning framework, and present a novel regression algorit...