DocumentCode
714712
Title
Gender detection with heart sound
Author
Dal, Ferda ; Cosgun, Sema ; Ozbek, I. Yucel
Author_Institution
Elektrik ve Elektron. Muhendisligi Bolumu, ATATURK Univ., Erzurum, Turkey
fYear
2015
fDate
16-19 May 2015
Firstpage
2362
Lastpage
2365
Abstract
In this work, gender detection was carried out using heart sounds of each persons. The proposed method has three stages to make detection gender with heart sound. First, some features are obtained from heart sounds. Second, modelling is made by Gauss Mixture Model (GMM) by using obtained these features and models are trained. Finally, tested person is decided to be he or she with likelihood ratio test.
Keywords
Gaussian processes; biometrics (access control); cardiology; gender issues; medical signal detection; mixture models; GMM; Gauss mixture model; gender detection; heart sound; likelihood ratio test; Biometrics (access control); Digital signal processing; Heart; Mel frequency cepstral coefficient; Reactive power; Speech recognition; Gauss Mixture Model; gender detection; heart sound; likelihood ratio test;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130355
Filename
7130355
Link To Document