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Acoustic Voice Quality Index - AVQI for brazilian portuguese speakers: analysis of different speech material

机译:巴西葡萄牙语使用者的语音质量指数-AVQI:不同语音材料的分析

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Purpose This study aimed to verify the best speech material for the AVQI for Brazilian Portuguese language and identify the best validity results between the auditory perceptual judgment (APJ) and the AVQI score on different speech materials. Methods We recorded voice samples of 50 individuals (dysphonic and vocally healthy) of several continuous speech (cs) variants (i.e., months of the year, numbers 1 to 20, and CAPE-V sentences) and attached the vowel /a/ in each case. The recorded samples were edited to three different durations of cs variants plus vowel: D1-total speech material; D2-customized speech material without voiceless parts; D3-pre-defined cut-off point speech material. These samples were submitted to three voice experts who judged the overall voice quality; and the AVQI analysis. AVQI’s precision and concurrent validity were evaluated considering a Gmean threshold of G0.5 and G0.68. Results The concurrent validity of AVQI and APJ ranged from r = 0.482 to r = 0.634. Numbers presented higher values for all durations. For G0.5, the best sensitivity and area under the ROC curve was for CAPE-V sentences at D3 (57.8%; 72%). For G0.68, numbers 1 to 10 had the best diagnostic accuracy and numbers 1 to 20 had the best sensitivity. Conclusion Numbers from 1 to 10 had the best correlation results between APJ and AVQI. For G0.5, sentences had the best diagnostic accuracy; while for G0.68, numbers had the best diagnostic accuracy. Numbers are commonly used in the Brazilian clinic routine. According to the validity results and daily clinical practice in Brazil, we suggest the use of numbers as cs for concatenated voice samples of voice quality assessments.
机译:目的本研究旨在验证巴西葡萄牙语的AVQI的最佳言语材料,并确定听觉感知判断(APJ)和不同言语材料的AVQI得分之间的最佳有效性结果。方法我们记录了50个个体的声音样本,这些个体具有多个连续语音(cs)变体(例如,一年中的月份,数字1至20和CAPE-V句子),并分别附加元音/ a /案件。将录制的样本编辑为cs变体加元音的三个不同持续时间:D1-总语音材料; D2定制的语音材料,无声部分; D3预定义的截止点语音材料。这些样本被提交给三位语音专家,他们对整体语音质量进行了判断。以及AVQI分析。在考虑Gmean阈值G <0.5和G <0.68的情况下评估了AVQI的准确性和并发有效性。结果AVQI和APJ的并发有效性介于r = 0.482至r = 0.634之间。数字在所有持续时间内均显示较高的值。对于G <0.5,ROC曲线下的最佳灵敏度和面积是对于D3处的CAPE-V语句(57.8%; 72%)。对于G <0.68,数字1至10的诊断准确性最高,数字1至20的灵敏度最高。结论从1到10的数字在APJ和AVQI之间的相关性最好。对于G <0.5,句子具有最佳的诊断准确性;而对于G <0.68,数字的诊断准确性最高。在巴西的诊所常规中通常使用数字。根据巴西的有效性结果和日常临床实践,我们建议使用数字作为cs进行语音质量评估的级联语音样本。

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