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Pathological Voice Source Analysis System Using a Flow Waveform-Matched Biomechanical Model
Xiaojun Zhang1,2, Lingling Gu2, Wei Wei2
1School of Electronic and Information Engineering, Soochow University, Suzhou 215000, China.
Applied Bionics and Biomechanics
|July 31, 2018
Summary
This study developed a novel system for analyzing pathological voice production using nonlinear dynamics and an optimized two-mass model. The findings reveal how vocal cord paralysis impacts voice acoustics and biomechanics.
Area of Science:
- Biomechanics of voice production
- Nonlinear dynamics in biological systems
- Pathological voice analysis
Background:
- Voice disorders stem from vocal cord lesions affecting vibration and airflow.
- Accurate modeling of vocal cord dynamics is crucial for understanding voice pathologies.
- Existing models may not fully capture the nonlinear complexities of pathological voice.
Purpose of the Study:
- To design and validate a pathological voice source analysis system.
- To investigate nonlinear characteristics of vocal cord vibration in pathological voices.
- To analyze acoustic parameter changes due to subglottal pressure and vocal cord paralysis.
Main Methods:
- Integration of nonlinear dynamics with an optimized asymmetric two-mass model.
- Utilizing a fitting procedure combining genetic particle swarm optimization and a quasi-Newton method.
- Analysis of sustained vowel /a/ samples from the MEEI database for normal and pathological voices.
Main Results:
- The proposed biomechanical model accurately reproduces vocal cord vibration.
- Paralyzed vocal cords were shown to increase model coupling stiffness.
- Distinct subglottal pressures and varying degrees of paralysis alter acoustic parameters like fundamental frequency.
Conclusions:
- The developed system effectively models pathological voice production.
- The study provides insights into the biomechanical effects of vocal cord paralysis.
- The optimized asymmetric two-mass model offers high accuracy in simulating vocal cord vibration.
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