tldr: text-independent (TI) plays crucial role in SER. Different linguistic information in training and test phase resulted in different performance.
B. T. Atmaja and A. Sasou, “Effect of different splitting criteria on the performance of speech emotion recognition,” In Proc. 2021 IEEE REGION 10 CONFERENCE (TENCON).