Despite considerable recent progress in deep learning methods for speech emotion
recognition (SER), performance is severely restricted by the lack of large-scale labeled …

Speech emotion recognition (SER) with limited size dataset is a challenging task, since a
spoken utterance contains various disturbing attributes besides emotion, including speaker …

Subspace learning (SL) plays a key role in various learning tasks, especially those with a
huge feature space. When processing multiple high-dimensional learning tasks …