Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/143586
Title: Are Praat's default settings optimal for infant cry analysis?
Authors: Gabrieli, Giulio
Leck, Wan Qing
Bizzego, Andrea
Esposito, Gianluca
Keywords: Social sciences::Psychology
Issue Date: 2019
Source: Gabrieli, G., Leck, W. Q., Bizzego, A., & Esposito, G. (2019). Are Praat's default settings optimal for infant cry analysis? Proceedings of the 17th Linux Audio Conference (LAC-19), 83-88.
Abstract: In recent years, the number of studies investigating possible noninvasive health screening techniques for infants have increased exponentially. Amongst those, one of the most prominent is health screening based on the acoustic investigation of infant cry. Clinicians involved in the field moved from visual inspection of the audible spectrum to automatized analysis of cry samples using computer software. A software that has been more widely adopted in recent years is Praat, a free software designed for speech analysis. Unfortunately, the software’s default settings are not suitable for investigation of cry samples, yet rarely used settings are reported in final manuscripts. In this article, we tested 4 different computer generated signals, with frequency features comparable to cry frequencies, and 3 real cry samples using both Praat’s standards and tuned settings. Our results highlight the importance of properly tuning software’s parameters when expanding their field of usage, and provide a starting point for the development of optimal Praat algorithm’s parameters selection for cry analysis
URI: https://lac.linuxaudio.org/2019/
https://hdl.handle.net/10356/143586
Rights: © 2019 The Author(s). All rights reserved.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:SSS Conference Papers

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