2 papers
cs.SD2021
Speech Emotion Recognition System by Quaternion Nonlinear Echo State Network
Fatemeh Daneshfar, Seyed Jahanshah Kabudian
The echo state network (ESN) is a powerful and efficient tool for displaying dynamic data. However, many existing ESNs have limitations for properly modeling high-dimensional data.…
cs.SD2021
Speech Emotion Recognition Using Deep Sparse Auto-Encoder Extreme Learning Machine with a New Weighting Scheme and Spectro-Temporal Features Along with Classical Feature Selection and A New Quantum-Inspired Dimension Reduction Method
Fatemeh Daneshfar, Seyed Jahanshah Kabudian
Affective computing is very important in the relationship between man and machine. In this paper, a system for speech emotion recognition (SER) based on speech signal is proposed,…