A Latent Oscillator Measurement Model to Simulate Emotional-Expression Score Dynamics in Video

Facial-expression classifiers convert video into multivariate time series of scores with measurement error from classifiers, videos, and recording conditions. Empirical score series cannot establish whether the score channels reflect a smaller set of latent expressive processes or whether an analysi