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Cepstral Peak Prominence in Nondysphonic Children Using Praat and Analysis of Dysphonia in Speech and Voice
Ashwini Joshi1,2, Shaheen N Awan3, Marianna Rubino1
1Department of Communication Sciences and Disorders, University of Houston, TX.
Insights
Cepstral peak prominence (CPP) increases with age in children, particularly after puberty. However, fundamental frequency (F0) changes, especially decreases postpuberty, significantly influence CPP, impacting normative expectations.
Area of Science:
- Speech Science
- Acoustic Phonetics
- Child Development
Background:
- Cepstral peak prominence (CPP) is a measure of voice quality.
- Understanding normative CPP values in children is crucial for identifying voice disorders.
- The influence of age and sex on CPP in children requires further investigation.
Purpose of the Study:
- To examine the effect of age on CPP in nondysphonic children aged 3 to 17.
- To establish normative CPP estimates for different age groups and sexes.
- To investigate the influence of sex, software, and stimuli on CPP, and the role of fundamental frequency (F0).
Main Methods:
- Collected CPP and F0 data from 103 children (3-17 years) for the vowel /a/ and an all-voiced sentence.
- Utilized two software programs: Analysis of Dysphonia in Speech and Voice (ADSV) and Praat.
- Employed analyses of variance, correlations, and stepwise multiple regression to analyze data.
Main Results:
- A significant correlation between age and CPP was observed, with notable increases in postpubertal children (15-17 years).
- CPP values varied significantly based on sex, stimuli, and the software used.
- Both age and F0 were significant predictors of CPP; however, the age-related increase in males was largely attributed to a postpubertal decrease in F0.
Conclusions:
- CPP generally increases with age in children, with a pronounced rise in postpubertal individuals.
- Age-based normative CPP expectations should consider the significant impact of F0 changes, especially the postpubertal decline.
- Variations in CPP due to sex, stimuli, and analysis software highlight the need for context-specific interpretation.
Purpose:
This study examined the effect of age on cepstral peak prominence (CPP) in nondysphonic children between 3;0 and 17;11 (years;months) for two computer programs: Analysis of Dysphonia in Speech and Voice (ADSV) and Praat. Normative estimates for this population, the effect of sex, software, and stimuli on CPP, and the covarying impact of fundamental frequency (F0) were examined.
Method:
CPP and F0 were collected for 103 children (44 males, 59 females) from the vowel /a/ and the all-voiced sentence "We were away a year ago," within the following age ranges: 3;0-6;11, 7;0-10;11, 11;0-14;11, and 15;0-17;11. Effects of age, sex, stimuli, and software were examined using analyses of variance and post hoc means comparisons. The presence and strength of relationships between age, CPP, F0, and measures of CPP using ADSV versus Praat were evaluated using Pearson's and Spearman's correlations. Stepwise multiple regression analyses were computed to predict CPP from age and F0. Estimates of CPP normative cutoffs for Age × Sex groupings were also calculated.
Results:
Significant differences between 15;0-17;11 versus younger age children and a significant correlation between age and CPP were observed. Mean CPP values differed by sex, stimuli, and software. Age and F0 are significant predictors of CPP; however, the observed increase in CPP with increasing age in males is primarily due to the substantial decrease in F0 postpuberty. Significant effects of stimuli and software on CPP values were also observed.
Conclusions:
The findings support the hypotheses that CPP is correlated with age during the 3;0-17;11 span, with particular increases in postpubertal children. However, "normative" age-based expectations should be approached with caution since the general effect of age may be superseded by specific changes in F0 where a lowering of F0 is significantly associated with increases in CPP.
Supplemental Material:
https://doi.org/10.23641/asha.29395787.
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