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首页> 外文期刊>Biomedical signal processing and control >Acoustic Voice Quality Index and Acoustic Breathiness Index as two examples for strengths and weaknesses of free software in medicine
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Acoustic Voice Quality Index and Acoustic Breathiness Index as two examples for strengths and weaknesses of free software in medicine

机译:声学语音质量指标和声学呼吸指数作为医学中自由软件的优势和弱点的两个示例

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摘要

Objective: The purpose of the study was to explore the extent to which different Praat versions affect the reproducibility of results performing Acoustic Voice Quality Index (AVQI) and Acoustic Breathiness Index (ABI).Method: Seven Praat versions were selected and categorized into three groups based on hierarchical cluster analysis. The differences/distances, diagnostic accuracy, and concurrent validity were evaluated among the three groups. Group three had just one Praat version. This version was found after two month to have a computation bug in smoothed cepstral peak prominence (i.e., an important measure for AVQI and ABI) before a new update removed this bug. For the analyses, a previous database of 218 German voice samples and auditory-perceptual judgment results were used.Results: The AVQI and ABI results between group 1 and 2 (p = 0.53, and p = 0.62, respectively) demonstrated no significant differences. However, the results between these two groups and group 3 yielded significant differences for AVQI and ABI (all p 0.00001). The concurrent validity for AVQI (r = 0.84 to 0.86) and ABI (r = 0.84 to 0.85) were strong in all three groups. The diagnostic accuracy of both indices was also sufficient for group one and two but low in group three particularly in sensitivity (AVQI: 23% and ABI: 9%, respectively).Conclusion: AVQI and ABI are two robust measurements in the evaluation of voice quality. However, caution is warranted using updates in open source software such as Praat for patient care or research. (C) 2020 Elsevier Ltd. All rights reserved.
机译:目的:该研究的目的是探讨不同Praat版本对执行声学语音质量指数(AVQI)和声学呼吸指数(ABI)的结果的再现性的程度。方法:选择七个Praat版本并将其分为三组基于分层集群分析。三组之间评估了差异/距离,诊断准确性和并发有效性。第三组只有一个Praat版本。在一个新的更新删除此错误之前,在两个月内有两个月的计算错误,在两个月内有平滑的颅峰峰值突出(即,AVQI和ABI的重要措施)。对于分析,使用了218个德国语音样本和听觉感知判断结果的先前数据库。结果:AVQI和ABI分别在第1和第2组(P = 0.53和P = 0.62之间)显着差异。然而,这两组和第3组之间的结果对AVQI和ABI产生了显着差异(所有P <0.00001)。在所有三组中,AVQI(R = 0.84至0.86)和ABI(r = 0.84至0.85)的并发有效性都强劲。两种索引的诊断准确性也足以对1组和2组,但第三组特别是敏感性(AVQI:23%和ABI:9%)。结论:AVQI和ABI是语音评估中的两个强大的测量质量。但是,请在开源软件中的更新中保证谨慎,例如PRAAT用于患者护理或研究。 (c)2020 elestvier有限公司保留所有权利。

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  • 来源
    《Biomedical signal processing and control》 |2020年第5期|101938.1-101938.7|共7页
  • 作者单位

    Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Otolaryngol Greifswald Germany|Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Head & Neck Greifswald Germany|Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Surg Greifswald Germany;

    SRH Univ Appl Hlth Sci Speech Language Pathol Dusseldorf Germany|Dormagen Therapy Ctr Speech Language Pathol Dormagen Germany;

    Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Otolaryngol Greifswald Germany|Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Head & Neck Greifswald Germany|Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Surg Greifswald Germany;

    Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Otolaryngol Greifswald Germany|Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Head & Neck Greifswald Germany|Ernst Moritz Arndt Univ Greifswald Dept Phoniatr & Pedaudiol Clin Surg Greifswald Germany;

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  • 原文格式 PDF
  • 正文语种 eng
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  • 关键词

    Praat; Acoustic Voice Quality Index; Acoustic Breathiness Index; Open source software;

    机译:Praat;声学语音质量指标;声学呼吸指数;开源软件;

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