Improved neural network for emotional analysis of music data

This paper improves differential evolution algorithm via combining five keyoperations. This paper employs differential evolution algorithm to optimize parameters ofCNNs for music emotion recognition tasks. The proposed DE-CNN approach effectivelyidentifies optimal parameters and structures for CNNs.

Keywords:

Evolutionary computation , Differential evolution , CNN Music data , Emotionalanalysis