Speech-Language Pathology and Audiology department, São Paulo State University, Marília, São Paulo, 17525-900, Brazil.
Computer Science Department, University of São Paulo, São Paulo, São Paulo state, 05508-090, Brazil.
J Acoust Soc Am. 2023 Jan;153(1):576. doi: 10.1121/10.0016848.
This study compares fundamental frequency (f) and fundamental frequency standard deviation (fSD) of COVID-19 patients with the same parameters in the speech of subjects without COVID-19, and verifies whether there is an effect of age and sex in the patient group. Both groups, subjects with and without COVID-19, are formed by Brazilian Portuguese speakers. Speech samples were obtained from 100 patients with mild to severe symptoms of COVID-19, and 100 healthy subjects. A single 31-syllable Portuguese sentence was used as the elicitation material for all subjects. The recordings were divided into four age groups. The acoustic measures were semi-automatically extracted and analyzed by a series of analyses of variance. Patients with COVID-19 present vocal differences in f-related parameters when compared to healthy subjects, that is, patient voices presented higher f and fSD with respect to control voices. In addition, for patient voices, there was an age and sex effect on f SD values. Vocal parameters of women and elderly subjects showed more marked differences in f-related parameters, indicating that patient voices are higher-pitched and have a higher variation of f SD. Consequently, f-related parameters may be tested as vocal biomarkers in the screening of respiratory insufficiency by voice analysis, in patients with severe symptoms of COVID-19.
本研究比较了 COVID-19 患者与无 COVID-19 的患者在语音中基频(f)和基频标准差(fSD)的参数,验证了患者组中年龄和性别是否存在影响。两组,即有和没有 COVID-19 的患者,都是由巴西葡萄牙语者组成。语音样本取自 100 名有轻至重度 COVID-19 症状的患者和 100 名健康受试者。所有受试者均使用一个由 31 个音节组成的葡萄牙语句子作为诱发材料。记录分为四个年龄组。通过一系列方差分析,对声学参数进行半自动提取和分析。与健康受试者相比,患有 COVID-19 的患者在 f 相关参数方面存在声音差异,即患者的声音相对于对照声音具有更高的 f 和 fSD。此外,对于患者的声音,fSD 值存在年龄和性别影响。女性和老年受试者的声音参数在 f 相关参数方面表现出更明显的差异,这表明患者的声音音高更高,fSD 的变化更大。因此,f 相关参数可能可作为严重 COVID-19 患者呼吸功能不全的语音分析筛查中的声学生物标志物。