Research Article

Research on Music Emotional Expression Based on Reinforcement Learning and Multimodal Information

Table 3

Comparative experimental results between different models.

TimeModalClassification modelAccuracy

2019AudioLLDs + SVM [17]0.571
2019LyricWord2vec + LSTM [18]0.693
2021MultimodalRandom forest [19]0.778
Model of this paperMultimodalMultifeature CNN-LSTM network + stacking fusion0.782