"Facial expressions play an important role in recognition of emotions and are used in the process of non-verbal communication, as well as to identify people. They are very important in daily emotional communication, just next to the tone of voice.
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They are also an indicator of feelings, allowing anyone to express an emotional state. As a consequence, information on the facial expressions are often used in automatic systems of emotion recognition." Emotion Recognition using Facial Expressions 2017