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Comparative Analysis of Orbicularis Oculi Electromyogram and Voice Fundamental Frequency Variation in the Context of Acoustic Startle Response


Dropuljić, Branimir; Mijić, Igor; Petrinović, Davor; Ćosić, Krešimir; Jovanovic, Tanja
Comparative Analysis of Orbicularis Oculi Electromyogram and Voice Fundamental Frequency Variation in the Context of Acoustic Startle Response // 5th IEEE International Conference on Cognitive Infocommunications
Vietri sul mare, Italija, 2014. str. 149-154 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Comparative Analysis of Orbicularis Oculi Electromyogram and Voice Fundamental Frequency Variation in the Context of Acoustic Startle Response

Autori
Dropuljić, Branimir ; Mijić, Igor ; Petrinović, Davor ; Ćosić, Krešimir ; Jovanovic, Tanja

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
5th IEEE International Conference on Cognitive Infocommunications / - , 2014, 149-154

Skup
5th IEEE International Conference on Cognitive Infocommunications (CogInfoCom14)

Mjesto i datum
Vietri sul mare, Italija, 5-7.11.2014

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Acoustic startle response ; EMG eyeblink reflex ; orbicularis oculi muscle ; voice fundamental frequency ; system identification modeling

Sažetak
This paper presents a comparison of two methods for measuring the acoustic startle response: orbicularis oculi (eyeblink) electromyogram (EMG), which is the conventional measure, and voice fundamental frequency (F0) variations as a consequence of laryngeal muscle innervations. A comparative analysis of the two approaches was performed using statistical methods, as well as system identification modeling using ARX, ARMAX, Output Error and Box-Jenkins models. For this purpose, an experiment was designed in which fourteen participants sustained constant phonation and acoustic startle stimuli of varying parameters were delivered at random time points during the phonation. Physiological signals, including eyeblink EMG, were acquired in parallel to voice recording. The comparative analysis showed that by increasing intensity of acoustic stimulus, response peak amplitudes of both: F0 variations and rectified and smoothed EMG responses increased as well. Therefore, voice F0 may be useful for startle response analysis when eyeblink EMG measurement is unavailable or impractical.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekt / tema
0036054
036-0000000-2029 - Adaptivno upravljanje scenarijima u VR terapiji PTSP-a (Krešimir Ćosić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb