DocumentCode
187571
Title
Reference and automatic marking of glottal opening instants using EGG signal
Author
Thotappa, Deepak ; Mahadeva Prasanna, S.R.
Author_Institution
Dept. of Electron. & Electr. Eng., Indian Inst. of Technol. Guwahati, Guwahati, India
fYear
2014
fDate
22-25 July 2014
Firstpage
1
Lastpage
5
Abstract
Glottal Opening Instants (GOIs) are those instants at which the glottis opens from the closed phase of glottal activity. Detecting GOIs leads to parameterization of glottal activity regions in terms of open quotient that may be helpful for speaker verification and speech enhancement tasks. Accurately marking such instants directly from speech signal is still a challenging task. Alternatively, Electroglottograph (EGG) signal provides an accurate means of picking such instants from the voiced activity regions of the speech production. In this paper a detailed procedure of reference marking GOIs manually from EGG signal is reported and then a method is proposed to pick those instants automatically. Eight different subjects are used to create reference markings for selected sentences from CMU-Arctic database of 3 different speakers. The mean average positions obtained from the markings of different subjects within a glottal cycle are used as reference markings to evaluate the automatic procedure.
Keywords
bioelectric potentials; medical signal detection; speech processing; CMU-Arctic database; EGG signal; GOI detection; electroglottograph; glottal activity region parameterization; glottal opening instants; open quotient; speech production; speech signal; voiced activity regions; Accuracy; Databases; Histograms; Impedance; Manuals; Speech; Speech processing; Glottal opening instants; glottal closure instants; peak picking; reference markings;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications (SPCOM), 2014 International Conference on
Conference_Location
Bangalore
Print_ISBN
978-1-4799-4666-2
Type
conf
DOI
10.1109/SPCOM.2014.6983941
Filename
6983941
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