The National Natural Science Foundation of China(No.61231002,61273266);the Ph.D.Program Foundation of Ministry of Education of China(No.20110092130004);China Postdoctoral Science Foundation(No.2015M571637)
In order to accurately identify speech emotion information, the discriminant-cascading effect in dimensionality reduction of speech emotion recognition is investigated. Based on the existing locality preserving projec...
The National Natural Science Foundation of China(No.11401412)
The cognitive performance-based dimensional emotion recognition in whispered speech is studied.First,the whispered speech emotion databases and data collection methods are compared, and the character of emotion expres...
The National Natural Science Foundation of China(No.61231002,61273266,51075068,61271359);Doctoral Fund of Ministry of Education of China(No.20110092130004)
A cascaded projection of the Gaussian mixture model algorithm is proposed.First,the marginal distribution of the Gaussian mixture model is computed for different feature dimensions, and a number of sub-classifiers are...
The National Natural Science Foundation of China(No.61231002,61273266,61375028);the Ph.D.Programs Foundation of Ministry of Education of China(No.20110092130004)
In order to improve the design results for the reconfigurable frequency response masking FRM filters an improved design method based on second-order cone programming SOCP is proposed.Unlike traditional methods that se...
The National Natural Science Foundation of China(No.61231002,61273266);the Ph.D.Programs Foundation of Ministry of Education of China(No.20110092130004)
Semi-supervised discriminant analysis SDA which uses a combination of multiple embedding graphs and kernel SDA KSDA are adopted in supervised speech emotion recognition.When the emotional factors of speech signal samp...