Fundamental frequency evaluation of infant crying

Nadhifa Maulida, Wilujeng F. Alfiah, Desty A. Pawestri, Heru Susanto, M. Q. Zaman, Dhany Arifianto

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

Infant crying provides importance information about the baby's physical and physiological conditions, such as health, gender and emotions. The anatomy of infant's glottal causes different fundamental frequency (F0) production in its cry sound. It is generally accepted that the assumption of an adult voice has quasi-stationary in short period (about 100 ms). However, infant cry has much shorter stationary period (about 5 ms), therefore it is necessary to evaluate several F0 extraction techniques, namely MB-formant tracking, STRAIGHT, YAAPT, and YIN. The results showed that STRAIGHT and YAAPT were successfully extracted F0 of infant crying with accurate voiced and unvoiced regions. The results also showed that span of the F0 was within the range from 190Hz to 600Hz. This suggests that the infant F0 is higher than those of adult. We also evaluated formant of infant cry and the Wavsurfer was more accurate than that of Mustafa-Bruce Formant Tracker.

Original languageEnglish
Title of host publicationProceeding - 2016 International Seminar on Intelligent Technology and Its Application, ISITIA 2016
Subtitle of host publicationRecent Trends in Intelligent Computational Technologies for Sustainable Energy
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages61-66
Number of pages6
ISBN (Electronic)9781509017096
DOIs
Publication statusPublished - 20 Jan 2017
Event2016 International Seminar on Intelligent Technology and Its Application, ISITIA 2016 - Lombok, Indonesia
Duration: 28 Jul 201630 Jul 2016

Publication series

NameProceeding - 2016 International Seminar on Intelligent Technology and Its Application, ISITIA 2016: Recent Trends in Intelligent Computational Technologies for Sustainable Energy

Conference

Conference2016 International Seminar on Intelligent Technology and Its Application, ISITIA 2016
Country/TerritoryIndonesia
CityLombok
Period28/07/1630/07/16

Keywords

  • formant frequency
  • fundamental frequency
  • infant crying
  • spectrum

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