machine learning

Automated Detection of Infant Holding Using Wearable Sensing: Implications for Developmental Science and Intervention

Physical contact is critical for children's physical and emotional growth and well-being. Previous studies of physical contact are limited to relatively short periods of direct observation and self-report methods. These methods limit researchers' …

Automated Detection of Infant Holding and Carrying Behaviors via Body-Worn Motion Sensors

Redesign of Gaussian Mixture Model for Efficient and Privacy-preserving Speaker Recognition

This paper proposes an algorithm to perform privacy-preserving (PP) speaker recognition using Gaussian mixture models (GMM). We consider a scenario where the users have to enrol their voice biometric with the third-party service providers to access …