Multi-channel enhanced graph convolutional network for sentiment analysis on instrumental music descriptions

Traditional single-channel feature extraction methods face challenges in instrumental music sentiment analysis, primarily due to their reliance on a single type of dependency, which overlooks the complex relationships between musical elements and emotions. While graph convolutional network (GCN)-bas...

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Κύριοι συγγραφείς:	Fangge Lv, Huasang Wang
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Elsevier 2025-06-01
Σειρά:	Alexandria Engineering Journal
Θέματα:	Aspect-based sentiment analysis Graph convolutional network Sentiment knowledge Dependency relation embedding Multi-head attention
Διαθέσιμο Online:	http://www.sciencedirect.com/science/article/pii/S1110016825003965
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