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Standardization of pitch-range settings in voice acoustic analysis

机译:语音声学分析中音高范围设置的标准化

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摘要

Voice acoustic analysis is typically a labor-intensive, time-consuming process that requires the application of idiosyncratic parameters tailored to individual aspects of the speech signal. Such processes limit the efficiency and utility of voice analysis in clinical practice as well as in applied research and development. In the present study, we analyzed 1,120 voice files, using standard techniques (case-by-case hand analysis), taking roughly 10 work weeks of personnel time to complete. The results were compared with the analytic output of several automated analysis scripts that made use of preset pitch-range parameters. After pitch windows were selected to appropriately account for sex differences, the automated analysis scripts reduced processing time of the 1,120 speech samples to less than 2.5 h and produced results comparable to those obtained with hand analysis. However, caution should be exercised when applying the suggested preset values to pathological voice populations.
机译:语音声学分析通常是一项劳动密集,耗时的过程,需要应用为语音信号的各个方面量身定制的特质参数。这样的过程限制了语音分析在临床实践以及应用研究和开发中的效率和实用性。在本研究中,我们使用标准技术(逐案分析)分析了1,120个语音文件,大约花费了10个工作周的人员时间来完成。将结果与使用预设音高范围参数的几个自动分析脚本的分析输出进行比较。选择音高窗口以适当考虑性别差异后,自动分析脚本将1,120个语音样本的处理时间减少到不到2.5小时,并且产生的结果与手动分析的结果相当。但是,将建议的预设值应用于病理性语音人群时应格外小心。

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  • 来源
    《Behavior Research Methods》 |2009年第2期|318-324|共7页
  • 作者单位

    University of Melbourne Level 7/21 Victoria Street 3000 Melbourne VIC Australia;

    University of Melbourne Level 7/21 Victoria Street 3000 Melbourne VIC Australia;

    Rhode Island Hospital Providence Rhode Island;

    Healthcare Technology Systems Madison Wisconsin;

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