Fundamental frequency related parameters in Brazilians with COVID-19

Author:

Berti Larissa Cristina1ORCID,Spazzapan Evelyn Alves1,Queiroz Marcelo2,Pereira Pedro Leyton2,Fernandes-Svartman Flaviane Romani3,Medeiros Beatriz Raposo de4,Martins Marcus Vinícius Moreira4,Ferreira Letícia Santiago3,Silva Ingrid Gandolfi Gomes da3,Sabino Ester Cerdeira5,Levin Anna Sara5,Finger Marcelo2

Affiliation:

1. Speech-Language Pathology and Audiology department, São Paulo State University 1 , Marília, São Paulo, 17525-900, Brazil

2. Computer Science Department, University of São Paulo 2 , São Paulo, São Paulo state, 05508-090, Brazil

3. Classic and Vernacular Letters Department, University of São Paulo 3 , São Paulo, São Paulo state, 05508-090, Brazil

4. Linguistics Department, University of São Paulo 4 , São Paulo, São Paulo State, 05508-090, Brazil

5. Institute for Tropical Medicine (IMT), University of Sao Paulo 5 , São Paulo, São Paulo State, 05508-090, Brazil

Abstract

This study compares fundamental frequency (fo) and fundamental frequency standard deviation (foSD) 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 fo-related parameters when compared to healthy subjects, that is, patient voices presented higher fo and foSD with respect to control voices. In addition, for patient voices, there was an age and sex effect on fo SD values. Vocal parameters of women and elderly subjects showed more marked differences in fo-related parameters, indicating that patient voices are higher-pitched and have a higher variation of fo SD. Consequently, fo-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.

Funder

Fapesp

CNPq

Publisher

Acoustical Society of America (ASA)

Subject

Acoustics and Ultrasonics,Arts and Humanities (miscellaneous)

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