Association Between Electroencephalogram-Derived Sleep Measures and the Change of Emotional Status Analyzed Using Voice Patterns: Observational Pilot Study.

Hirotaka Miyashita Mitsuteru Nakamura Akiko Kishi Svensson Masahiro Nakamura Shinichi Tokuno Ung-Il Chung Thomas Svensson

Published in: JMIR formative research (2020)

Total sleep time and sleep onset latency are significantly associated with Δvitality, which indicates a change of emotional status following nighttime sleep. This is the first study to report the association between the emotional status assessed using voice pattern and specific sleep measures.

Keyphrases

sleep quality
physical activity
depressive symptoms