Conference paper

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.
Publication language:english
Original title:Estimation of gender and age
Title (cs):Odhad pohlaví a věku
Pages:1-3
Proceedings:Proc. 13th Conference STUDENT EEICT 2007
Conference:Student EEICT 2007
Place:Brno, CZ
Year:2007
ISBN:9788021434103
Publisher:Faculty of Electrical Engineering and Communication BUT
URL:http://www.fit.vutbr.cz/research/groups/speech/publi/2007/hubeika_eeict_2007.pdf [PDF]
Keywords
gender recognition, age recognition
Annotation
The paper is on estimation of gender and age from speech
Abstract
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.
BibTeX:
@INPROCEEDINGS{
   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 = {http://www.fit.vutbr.cz/research/view_pub.php?id=8471}
}

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