Abstract: It is necessary to have an awareness of the child's personality in order to comprehend the child's emotional and social development. However, traditional methods of evaluation, such as questionnaires, observations, and interviews, may be laborious, subjective, and pricey. An automated system for assessing a child's personality based on their emotional speech may be created with the help of convolutional neural networks (CNN), which is the approach that was recommended. The system will analyse a child's emotional speech in order to draw conclusions about the child's personality traits. When compared to more traditional methods of assessing personality, the system will need significantly less time and will produce more accurate results.

| DOI: 10.17148/IARJSET.2023.107119