Related Experiment Video
Updated: Jan 18, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Multidimensional Voice Assessment in Individuals with Obesity: A Cross-Sectional and Correlational Study
İbrahim Erensoy1, Özlem Yaşar1
1Department of Speech and Language Therapy, Faculty of Health Sciences, Ondokuz Mayıs University, Samsun, Turkey.
Objective:
The aim of this study was to compare the voice characteristics of obese and non-obese individuals using auditory-perceptual evaluation, self-assessment tools, traditional acoustic parameters, and multiparametric acoustic measures, and to examine the relationship between body mass index (BMI) and voice parameters in individuals with obesity (IwO).
Material And Methods:
This prospective cross-sectional comparative study included 86 participants (43 obese, 43 non-obese). Assessments comprised maximum phonation time (MPT), auditory-perceptual evaluation with the Grade, Roughness, Breathiness, Asthenia, and Strain (GRBAS) scale, acoustic analysis including fundamental frequency (F0), jitter, shimmer, harmonics-to-noise ratio (HNR), acoustic voice quality index (AVQI), acoustic breathiness index (ABI), and dysphonia severity index (DSI) using PRAAT software, as well as self-assessment tools including the voice-related quality of life (V-RQOL) scale and the vocal fatigue index (VFI).
Results:
IwO showed significantly shorter MPT and lower HNR, as well as higher AVQI and ABI scores and lower DSI values compared with non-obese individuals (P < 0.005). In the study group, V-RQOL scores were lower, and VFI scores were higher (P < 0.001). GRBAS ratings revealed higher scores for GRBS in IwO (P < 0.05). In addition, BMI demonstrated moderate and significant correlations with several parameters, including GRB, MPT, F0, AVQI, ABI, DSI, V-RQOL, and VFI (P < 0.05).
Conclusions:
Voice was adversely affected in IwO, and correlations with BMI showed that increasing obesity severity was linked to greater deterioration in voice parameters. Using multiparametric acoustic tools alongside traditional measures may enable a more comprehensive evaluation in this population.
Related Concept Videos
Obesity
Assessment of Airway, Skin Color, and Use of Accessory Muscles
Introduction
The initial evaluation of a patient's respiratory system...
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Assessment of Ventilation II: Respiratory Depth and Rhythm
Respiratory depth measures the volume of air inhaled or exhaled during a breath. It can vary from shallow to deep and typically remains consistent when a person is at rest or asleep. Occasionally, individuals will automatically inhale deeply, known as sighing, which inflates the lungs with more air than normal breathing.
To assess respiratory depth, observe the degree of chest excursion or movement:
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Cross-Sectional Research

