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基于喉部高速视频内窥镜检查的成人声带动力学生物力学模拟

Biomechanical simulation of vocal fold dynamics in adults based on laryngeal high-speed videoendoscopy.

作者信息

Döllinger Michael, Gómez Pablo, Patel Rita R, Alexiou Christoph, Bohr Christopher, Schützenberger Anne

机构信息

Division of Phoniatrics and Pediatric Audiology, Department of Otorhinolaryngology, Head and Neck Surgery, Medical School, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.

Department of Speech and Hearing Sciences, Indiana University, Bloomington, Indiana, Indiana, United States of America.

出版信息

PLoS One. 2017 Nov 9;12(11):e0187486. doi: 10.1371/journal.pone.0187486. eCollection 2017.

Abstract

MOTIVATION

Human voice is generated in the larynx by the two oscillating vocal folds. Owing to the limited space and accessibility of the larynx, endoscopic investigation of the actual phonatory process in detail is challenging. Hence the biomechanics of the human phonatory process are still not yet fully understood. Therefore, we adapt a mathematical model of the vocal folds towards vocal fold oscillations to quantify gender and age related differences expressed by computed biomechanical model parameters.

METHODS

The vocal fold dynamics are visualized by laryngeal high-speed videoendoscopy (4000 fps). A total of 33 healthy young subjects (16 females, 17 males) and 11 elderly subjects (5 females, 6 males) were recorded. A numerical two-mass model is adapted to the recorded vocal fold oscillations by varying model masses, stiffness and subglottal pressure. For adapting the model towards the recorded vocal fold dynamics, three different optimization algorithms (Nelder-Mead, Particle Swarm Optimization and Simulated Bee Colony) in combination with three cost functions were considered for applicability. Gender differences and age-related kinematic differences reflected by the model parameters were analyzed.

RESULTS AND CONCLUSION

The biomechanical model in combination with numerical optimization techniques allowed phonatory behavior to be simulated and laryngeal parameters involved to be quantified. All three optimization algorithms showed promising results. However, only one cost function seems to be suitable for this optimization task. The gained model parameters reflect the phonatory biomechanics for men and women well and show quantitative age- and gender-specific differences. The model parameters for younger females and males showed lower subglottal pressures, lower stiffness and higher masses than the corresponding elderly groups. Females exhibited higher subglottal pressures, smaller oscillation masses and larger stiffness than the corresponding similar aged male groups. Optimizing numerical models towards vocal fold oscillations is useful to identify underlying laryngeal components controlling the phonatory process.

摘要

动机

人类的声音是由两片振动的声带在喉部产生的。由于喉部空间有限且难以接近,详细地对实际发声过程进行内镜检查具有挑战性。因此,人类发声过程的生物力学仍未被完全理解。所以,我们将声带的数学模型应用于声带振动,以量化由计算得到的生物力学模型参数所表达的性别和年龄相关差异。

方法

通过喉部高速视频内镜(4000帧/秒)观察声带动态。共记录了33名健康年轻受试者(16名女性,17名男性)和11名老年受试者(5名女性,6名男性)。通过改变模型质量、刚度和声门下压力,将数值双质量模型应用于所记录的声带振动。为了使模型适应所记录的声带动态,考虑了三种不同的优化算法(Nelder-Mead、粒子群优化和模拟蜂群算法)与三种代价函数的适用性。分析了模型参数所反映的性别差异和与年龄相关的运动学差异。

结果与结论

生物力学模型与数值优化技术相结合,能够模拟发声行为并量化所涉及的喉部参数。所有三种优化算法都显示出了有前景的结果。然而,似乎只有一种代价函数适用于此优化任务。所获得的模型参数很好地反映了男性和女性的发声生物力学,并显示出特定年龄和性别的定量差异。年轻女性和男性的模型参数显示出比相应老年组更低的声门下压力、更低的刚度和更高的质量。女性比相应年龄相似的男性组表现出更高的声门下压力、更小的振动质量和更大的刚度。针对声带振动优化数值模型有助于识别控制发声过程的潜在喉部组件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/21d9/5679561/b3fd45eabb93/pone.0187486.g001.jpg

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