FUNDAMENTAL FREQUENCY EXTRACTION METHOD USING CENTRAL CLIPPING AND ITS IMPORTANCE FOR THE CLASSIFICATION OF EMOTIONAL STATE.

Autor: PARTILA, Pavol, VOZNAK, Miroslav, MIKULEC, Martin, ZDRALEK, Jaroslav
Předmět:
Zdroj: Advances in Electrical & Electronic Engineering; Special Issue 2012, Vol. 10 Issue 4, p270-275, 6p
Abstrakt: The paper deals with a classification of emotional state. We implemented a method for extracting the fundamental speech signal frequency by means of a central clipping and examined a correlation between emotional state and fundamental speech frequency. For this purpose, we applied an approach of exploratory data analysis. The ANOVA (Analysis of variance) test confirmed that a modification in the speaker's emotional state changes the fundamental frequency of human vocal tract. The main contribution of the paper lies in investigation, of central clipping method by the ANOVA. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index