Longitudinal Changes in Pitch-Related Acoustic Characteristics of the Voice Throughout the Menstrual Cycle: Observational Study
These findings indicate that subtle variations in vocal pitch may reflect changes associated with the menstrual cycle, suggesting the potential for developing a noninvasive and convenient method for monitoring reproductive health. Changepoint detection may provide a promising avenue for future work in longitudinal fertility analysis.
Authors
- Jessica Oreskovic (ORCID: https://orcid.org/0009-0007-9778-8728)
- Yan Fossat (ORCID: https://orcid.org/0000-0002-1271-2633)
- Jaycee Kaufman (ORCID: https://orcid.org/0000-0001-8183-0206)
- Jouhyun Jeon (ORCID: https://orcid.org/0000-0003-2236-2849)
- Anirudh Thommandram (ORCID: https://orcid.org/0000-0002-2546-4587)
Institutions
- Ontario Tech University (CA)
- Sinai Health System (CA)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2025-01-09
- DOI
- https://doi.org/10.2196/65448
- Primary Topic
- Voice and Speech Disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00