Until now. there has been no certainty based on the success or failure of using feature selection methods to increase the efficiency of SER systems. This article discusses feature selection for data augmentation in a speech emotion recognition system. The experiments were performed on four databases: EMO-DB. https://halohealthcarers.shop/product-category/bikini/