Publication Details

Estimation of gender and age

HUBEIKA Valiantsina. Estimation of gender and age. In: Proc. 13th Conference STUDENT EEICT 2007. Brno: Faculty of Electrical Engineering and Communication BUT, 2007, pp. 1-3. ISBN 9788021434103.
Czech title
Odhad pohlaví a věku
Type
conference paper
Language
english
Authors
Hubeika Valiantsina, Ing. (FIT BUT)
URL
Keywords

gender recognition, age recognition

Abstract

The paper is on estimation of gender and age from speech

Annotation

Gender and age estimation based on Gaussian Mixture Models (GMM) is introduced. Records from the Czech SpeechDat(E) database are used as training and test data set. In order to reduce the data size, Mel-Frequency Cepstral Coefficients (MFCC) are extracted from the speech recordings. Maximum Likelihood (ML) training is applied to estimate the models' parameters and additionaly discriminative training (DT) is applied to the trained models to provide further improvement of the results.

Published
2007
Pages
1-3
Proceedings
Proc. 13th Conference STUDENT EEICT 2007
Conference
Student EEICT 2007, Brno, CZ
ISBN
9788021434103
Publisher
Faculty of Electrical Engineering and Communication BUT
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB8471,
   author = "Valiantsina Hubeika",
   title = "Estimation of gender and age",
   pages = "1--3",
   booktitle = "Proc. 13th Conference STUDENT EEICT 2007",
   year = 2007,
   location = "Brno, CZ",
   publisher = "Faculty of Electrical Engineering and Communication BUT",
   ISBN = "9788021434103",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8471"
}
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