Voice analysis and deep learning for detecting mental disorders in pregnant women: a cross-sectional study
We developed a lightweight machine learning model to analyze pregnant women's voices for screening various mental disorders, achieving high sensitivity and demonstrating the potential of voice analysis as an effective and objective tool in perinatal mental health care.
Authors
- Hikaru Ooba (ORCID: https://orcid.org/0000-0002-8676-1892)
- Hisashi Masuyama (ORCID: https://orcid.org/0000-0003-2589-2028)
- Jota Maki
Institutions
- Okayama University (JP)
Publication Details
- Journal
- Discover Mental Health
- Published
- 2025-02-08
- DOI
- https://doi.org/10.1007/s44192-025-00138-0
- Citations
- 1
- Primary Topic
- Maternal Mental Health During Pregnancy and Postpartum
- Type
- article
- Field-Weighted Citation Impact
- 1.88