5 papers
Speech, Head, and Eye-based Cues for Continuous Affect Prediction
Jonny O'Dwyer
Continuous affect prediction involves the discrete time-continuous regression of affect dimensions. Dimensions to be predicted often include arousal and valence. Continuous affect…
Eye-based Continuous Affect Prediction
Jonny O'Dwyer, Niall Murray, Ronan Flynn
Eye-based information channels include the pupils, gaze, saccades, fixational movements, and numerous forms of eye opening and closure. Pupil size variation indicates cognitive loa…
Affective computing using speech and eye gaze: a review and bimodal system proposal for continuous affect prediction
Jonny O'Dwyer, Niall Murray, Ronan Flynn
Speech has been a widely used modality in the field of affective computing. Recently however, there has been a growing interest in the use of multi-modal affective computing system…
Continuous Affect Prediction Using Eye Gaze and Speech
Jonny O'Dwyer, Ronan Flynn, Niall Murray
Affective computing research traditionally focused on labeling a person's emotion as one of a discrete number of classes e.g. happy or sad. In recent times, more attention has been…
Continuous Affect Prediction using Eye Gaze
Jonny O'Dwyer, Ronan Flynn, Niall Murray
In recent times, there has been significant interest in the machine recognition of human emotions, due to the suite of applications to which this knowledge can be applied. A number…