Smoothed Cepstral Peak Prominence: A Comparison Between Dysphonic and Non-dysphonic Mexican Adults Employing the Praat Software

Background Acoustic vocal analysis provides objective and measurable values for various voice parameters, such as fundamental frequency (F0), shimmer, jitter, and the noise-to-harmony ratio (NHR). In severely dysphonic patients, who present increased variability in glottic cycles and abnormalities in vocal intensity, conventional acoustic analysis is an unreliable predictor of dysphonia. The logarithmic transformation of the vocal spectrum (cepstrum) allows capturing the signal without relying on recording technique, frequency, or vocal intensity. Smoothed cepstral peak prominence (CPPS) is a variable in cepstral analysis that serves as a reliable predictor of dysphonia, being directly proportional to its severity. Objective To determine the mean value of CPPS in continuous speech and sustained vowels in dysphonic and non-dysphonic Mexican adults, with or without laryngeal pathology. Materials and methods Sustained vowel and continuous speech analysis was performed using the Praat software (Version 6.1.15, developed by Paul Boersma and David Weenink, Phonetic Sciences, University of Ámsterdam, https://www.praat.org/) to obtain the smoothed cepstral peak prominence (CPPS) in 51 dysphonic patients with laryngeal pathology and 24 non-dysphonic patients without underlying laryngeal pathology. Frequency perturbation variables such as shimmer, jitter, and NHR were collected. Quality of life was assessed using the 30-item Voice Handicap Index (VHI-30). Results We found significantly lower median CPPS values in patients with laryngeal pathology, both in sustained vowel (6.59, IQR 4.09-9.38, p < 0.001) and in connected speech (4.82, IQR 3.57-6.03, p < 0.001), compared with the non-dysphonic population (sustained phonation: 11.69, IQR 9.26-12.81, p < 0.001; connected speech: 6.38, IQR 0.90-7.09, p < 0.001). Conclusions A low CPPS value is a reliable predictor of underlying laryngeal pathology in dysphonic voices and could be considered for routine screening and diagnosis in patients with vocal pathology.

Authors

Institutions

Publication Details

Journal
Cureus
Published
2024-10-24
DOI
https://doi.org/10.7759/cureus.72292
Primary Topic
Voice and Speech Disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Smoothed Cepstral Peak Prominence: A Comparison Between Dysphonic and Non-dysphonic Mexican Adults Employing the Praat Software

José Luis González, Jorge Silva, Jean Ponce, Luis Ángel Garza Montelongo
Cureus
Voice and Speech Disorders
article

Smoothed Cepstral Peak Prominence: A Comparison Between Dysphonic and Non-dysphonic Mexican Adults Employing the Praat Software

José Luis González, Jorge Silva, Jean Ponce, Luis Ángel Garza Montelongo
article en

Abstract

Background Acoustic vocal analysis provides objective and measurable values for various voice parameters, such as fundamental frequency (F0), shimmer, jitter, and the noise-to-harmony ratio (NHR). In severely dysphonic patients, who present increased variability in glottic cycles and abnormalities in vocal intensity, conventional acoustic analysis is an unreliable predictor of dysphonia. The logarithmic transformation of the vocal spectrum (cepstrum) allows capturing the signal without relying on recording technique, frequency, or vocal intensity. Smoothed cepstral peak prominence (CPPS) is a variable in cepstral analysis that serves as a reliable predictor of dysphonia, being directly proportional to its severity. Objective To determine the mean value of CPPS in continuous speech and sustained vowels in dysphonic and non-dysphonic Mexican adults, with or without laryngeal pathology. Materials and methods Sustained vowel and continuous speech analysis was performed using the Praat software (Version 6.1.15, developed by Paul Boersma and David Weenink, Phonetic Sciences, University of Ámsterdam, https://www.praat.org/) to obtain the smoothed cepstral peak prominence (CPPS) in 51 dysphonic patients with laryngeal pathology and 24 non-dysphonic patients without underlying laryngeal pathology. Frequency perturbation variables such as shimmer, jitter, and NHR were collected. Quality of life was assessed using the 30-item Voice Handicap Index (VHI-30). Results We found significantly lower median CPPS values in patients with laryngeal pathology, both in sustained vowel (6.59, IQR 4.09-9.38, p < 0.001) and in connected speech (4.82, IQR 3.57-6.03, p < 0.001), compared with the non-dysphonic population (sustained phonation: 11.69, IQR 9.26-12.81, p < 0.001; connected speech: 6.38, IQR 0.90-7.09, p < 0.001). Conclusions A low CPPS value is a reliable predictor of underlying laryngeal pathology in dysphonic voices and could be considered for routine screening and diagnosis in patients with vocal pathology.

CureusVol. 16(10)
Hospital Universitario Dr José Eleuterio Gonzalez (MX)
Openalex Percentile: Top 74%
Voice and Speech Disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Smoothed Cepstral Peak Prominence: A Comparison Between Dysphonic and Non-dysphonic Mexican Adults Employing the Praat Software — José Luis González, Jorge Silva, et al. · Cureus (2024) | TGRS Research Map | TGRS