Association between acoustic speech features and non-severe levels of anxiety and depression symptoms across lifespan

PLoS One. 2021 Apr 8;16(4):e0248842. doi: 10.1371/journal.pone.0248842. eCollection 2021.

Abstract

Background: Several studies have investigated the acoustic effects of diagnosed anxiety and depression. Anxiety and depression are not characteristics of the typical aging process, but minimal or mild symptoms can appear and evolve with age. However, the knowledge about the association between speech and anxiety or depression is scarce for minimal/mild symptoms, typical of healthy aging. As longevity and aging are still a new phenomenon worldwide, posing also several clinical challenges, it is important to improve our understanding of non-severe mood symptoms' impact on acoustic features across lifetime. The purpose of this study was to determine if variations in acoustic measures of voice are associated with non-severe anxiety or depression symptoms in adult population across lifetime.

Methods: Two different speech tasks (reading vowels in disyllabic words and describing a picture) were produced by 112 individuals aged 35-97. To assess anxiety and depression symptoms, the Hospital Anxiety Depression Scale (HADS) was used. The association between the segmental and suprasegmental acoustic parameters and HADS scores were analyzed using the linear multiple regression technique.

Results: The number of participants with presence of anxiety or depression symptoms is low (>7: 26.8% and 10.7%, respectively) and non-severe (HADS-A: 5.4 ± 2.9 and HADS-D: 4.2 ± 2.7, respectively). Adults with higher anxiety symptoms did not present significant relationships associated with the acoustic parameters studied. Adults with increased depressive symptoms presented higher vowel duration, longer total pause duration and short total speech duration. Finally, age presented a positive and significant effect only for depressive symptoms, showing that older participants tend to have more depressive symptoms.

Conclusions: Non-severe depression symptoms can be related to some acoustic parameters and age. Depression symptoms can be explained by acoustic parameters even among individuals without severe symptom levels.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Aging*
  • Anxiety / epidemiology*
  • Cross-Sectional Studies
  • Depression / epidemiology*
  • Female
  • Humans
  • Male
  • Middle Aged
  • Portugal / epidemiology
  • Speech Acoustics*

Grants and funding

This research was funded by the project Vox Senes POCI-01-0145-FEDER-03082 (funded by FEDER, through COMPETE2020 - Programa Operacional Competitividade e Internacionalização (POCI), and by national funds (OE), through FCT/MCTES), by IEETA Research Unit funding (UIDB/00127/2020), and by CIDMA (UID/MAT/04106/2019). The research of LA is supported by the FCT (Fundação para a Ciência e a Tecnologia) through grant SFRH/BD/115381/2016 (funded by FSE and by CENTRO2020). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.