# Valence-arousal classification of emotion evoked by Chinese ancient-style music using 1D-CNN-BiLSTM model on EEG signals for college students

> Research article (Multimedia Tools and Applications, 2022) · cited 42× · AI/ML

**Wikidata**: [openalex:W4301396506](https://www.wikidata.org/wiki/openalex:W4301396506)  
**Source**: https://4ort.xyz/entity/valence-arousal-classification-of-emotion-evoked-by-chinese-ancient-style-music-using-1d-cnn-bilstm-model-on-eeg-signals