Emotion recognition modeling method, emotion recognition method and apparatus, and intelligent device

Abstract

The invention provides an emotion recognition modeling method, an emotion recognition method and apparatus, and an intelligent device. The emotion recognition modeling method comprises the steps of acquiring emotional characteristics information of a subject under different emotions; classifying the emotional characteristics information to obtain model training data; conducting learning and training of the model training data to obtain a training model; and verifying the training model and correcting classification parameters of the training model based on the verification result to obtain an emotion recognition model. The invention conducts model training based on the model training data obtained via the emotional characteristics information under different emotions, verifies the obtained training model, selects the optimal parameters for correcting the model, and therefore achieves the establishment of the emotion recognition model capable of accurate recognition.

Description

technical field [0001] The invention relates to the technical field of intelligent hardware, in particular to a method and device for establishing an emotion recognition model, an emotion recognition method and device, and an intelligent device. Background technique [0002] Emotion is a state that integrates people's feelings, thoughts, and behaviors. It includes people's psychological responses to external or self-stimuli, as well as the physiological responses that accompany such psychological responses. [0003] With the development of human-computer interaction technology, traditional human-computer interaction technology has gradually changed to the direction of intelligent interaction and natural interaction. The focus of human-computer interaction has also evolved from defining interaction methods and designing interaction semantics to focusing on user emotions, and then mining the implicit needs of users. One of the main tasks of realizing natural human-computer in...

AI Technical Summary

Problems solved by technology

Among them, the method of emotional recognition using brain measurement is to use instruments, equipment and other auxiliary tools to comprehensively evaluate the human body to realize emotional recognition. However, due to large individual differences, it is difficult to ensure the objectivity and accuracy of the recognition results.

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