Mathematical Problems in Engineering / 2020 / Article / Tab 5

Research Article

A Multimodal Music Emotion Classification Method Based on Multifeature Combined Network Classifier

Table 5

Performance comparison of our model with existing models.

ModalTimeClassificationAccuracy

Seo, Huh [7]Audio2019LLDs + SVM0.571
Zhao et al. [9]Audio2018MIDI + RNN0.568
Chen, Tang [11]Lyrics2018TF-IDF0.622
Reddy, Mamidi [14]Lyrics2018Word2vec + LSTM0.693
Rachman et al. [24]Multimodal2018Random forest feature fusion0.738
Shi, Feng [25]Multimodal2018LFSM decision fusion0.758
Su, Xue [26]Multimodal2017Sentence-level decision fusion0.806
This paperMultimodalMultifeature combined classifier + stacking fusion0.782

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