Music Emotion Prediction Using Recurrent Neural Networks

This study explores the application of recurrent neural networks to recognize emotions conveyed in music, aiming to enhance music recommendation systems and support therapeutic interventions by tailoring music to fit listeners' emotional states. We utilize Russell's Emotion Quadrant to cat...

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Veröffentlicht in:	arXiv.org 2024-05
Hauptverfasser:	Chang, Xinyu, Zhang, Xiangyu, Zhang, Haoruo, Yulu Ran
Format:	Artikel
Sprache:	eng
Schlagworte:	Datasets Emotion recognition Emotional factors Emotions Music Neural networks Quadrants Recommender systems Recurrent neural networks
Online-Zugang:	Volltext
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