• Neha Verma
• Dr. Anjali Deshpande
• Dr. Kavita Thakur

Abstract Hormone level fluctuations significantly influence physical and psychological development during adolescence, with marked effects on physiological signals, including voice. This review explores innovative methods for detecting progesterone and estrogen hormonal levels in adolescent females using speech signal analysis. It discusses the underlying principles, current methodologies, potential applications in clinical settings, and the challenges faced in this emerging field. Analysis of vocal features such as pitch, jitter, shimmer, and formant frequencies has been carried out—that correlate with estrogen and progesterone levels over menstrual cycles. These acoustic features can be used to predict hormone levels, drawing from data collected across diverse linguistic and regional backgrounds. Preliminary findings indicate a strong correlation between hormonal shifts and specific vocal characteristics, suggesting speech analysis as a viable, culturally sensitive tool for hormone level monitoring in adolescent girls. This research has potential applications in personalized healthcare, offering a cost-effective, non-invasive means of tracking hormonal health for health monitoring in adolescent females, allowing for better-informed interventions during critical developmental stages. This review explores innovative methods for detecting hormonal levels—specifically, progesterone, and estrogen, using speech signal analysis.

Keywords: Formant Frequency, Estrogen and Progesterone.

"Exploring Speech Signal Analysis Techniques for Detection of Progesterone and Estrogen Hormone Levels in Adolescent Females: A Review", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 1, page no.e621-e629, January-2025, Available :http://www.jetir.org/papers/JETIR2501481.pdf

"Exploring Speech Signal Analysis Techniques for Detection of Progesterone and Estrogen Hormone Levels in Adolescent Females: A Review", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 1, page no. ppe621-e629, January-2025, Available at : http://www.jetir.org/papers/JETIR2501481.pdf