Analysis of nonlinear dynamics of vocal folds using high-speed video observation and biomechanical modeling
Contribuinte(s) |
UNIVERSIDADE DE SÃO PAULO |
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Data(s) |
21/10/2013
21/10/2013
2012
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Resumo |
Primary voice production occurs in the larynx through vibrational movements carried out by vocal folds. However, many problems can affect this complex system resulting in voice disorders. In this context, time-frequency-shape analysis based on embedding phase space plots and nonlinear dynamics methods have been used to evaluate the vocal fold dynamics during phonation. For this purpose, the present work used high-speed video to record the vocal fold movements of three subjects and extract the glottal area time series using an image segmentation algorithm. This signal is used for an optimization method which combines genetic algorithms and a quasi-Newton method to optimize the parameters of a biomechanical model of vocal folds based on lumped elements (masses, springs and dampers). After optimization, this model is capable of simulating the dynamics of recorded vocal folds and their glottal pulse. Bifurcation diagrams and phase space analysis were used to evaluate the behavior of this deterministic system in different circumstances. The results showed that this methodology can be used to extract some physiological parameters of vocal folds and reproduce some complex behaviors of these structures contributing to the scientific and clinical evaluation of voice production. (C) 2010 Elsevier Inc. All rights reserved. FAPESP [09/51.698-2] FAPESP Brazilian Scientific Research Advisory Board (CNPq) [143.453/2008-4] Brazilian Scientific Research Advisory Board (CNPq) |
Identificador |
DIGITAL SIGNAL PROCESSING, SAN DIEGO, v. 22, n. 2, pp. 304-313, MAR, 2012 1051-2004 http://www.producao.usp.br/handle/BDPI/35323 10.1016/j.dsp.2010.11.002 |
Idioma(s) |
eng |
Publicador |
ACADEMIC PRESS INC ELSEVIER SCIENCE SAN DIEGO |
Relação |
DIGITAL SIGNAL PROCESSING |
Direitos |
restrictedAccess Copyright ACADEMIC PRESS INC ELSEVIER SCIENCE |
Palavras-Chave | #VOICE ANALYSIS #VOCAL FOLDS #NONLINEAR DYNAMICS #PHASE SPACE #EXCISED LARYNX EXPERIMENTS #VOICE PRODUCTION #IMAGE SERIES #BIFURCATIONS #VIBRATIONS #RECONSTRUCTION #EXTRACTION #PARAMETERS #TIME #ENGINEERING, ELECTRICAL & ELECTRONIC |
Tipo |
article original article publishedVersion |