Machine Learning and Emotions

Are machine learning algorithms able to decipher emotional state from everyday speech?

iibp-admin AI & ML in Psychology Leave a Comment

The words that people use have been found to reflect stable psychological traits, but less is known about the extent to which everyday fluctuations in spoken language reflect transient psychological states. Researchers explored within-person associations between spoken words and self-reported state emotion among 185 participants who wore the Electronically Activated Recorder (EAR; an unobtrusive audio recording device) and completed experience sampling reports of their positive and negative emotions four times per day for seven days (1,579 observations). Following this, they examined language using the Linguistic …