The application discloses an old person emotional accompanying and health management
large model for fusing child voice synthesis, and relates to the technical field of intelligent old people care and emotional accompanying. The
system continuously collects physiological data such as
blood pressure,
heart rate and
pulse transit time of the old person, calculates the deviation degree of each physiological characteristic parameter and combines the deviation degree into a physiological
deviation vector; converts the deviation degree into an objective condition description text, generates a care feeling description text from the child's perspective by using a lightweight
language model; analyzes the emotional tone and concern degree
score from the text, and maps to generate voice emotional
control parameters containing speech speed factors and
fundamental frequency offset; after the dialogue is triggered, the child character reply text, the child voiceprint embedding vector and the voice emotional
control parameters are input into the voice synthesis engine, and the child digital avatar voice suitable for the real-time physical condition of the old person is output. The application synchronizes the emotional expression of the child voice with the
health condition of the old person, and improves the realism and empathy effect of the digital avatar accompanying.