Advances in speech emotion recognition using a CNN and gender-based segmentation framework with feature selection techniques

Speech Emotion Recognition (SER) plays a critical role in affective computing and human-computer interaction. This study introduces a novel and fully automated SER framework that integrates Convolutional Neural Networks (CNNs) with advanced feature selection techniques to enhance classification accu