AIBullisharXiv – CS AI · 18h ago6/10
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APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music
Researchers introduce APEX, a machine learning framework that predicts popularity of AI-generated music by analyzing both engagement metrics and aesthetic quality across 211k songs from platforms like Suno and Udio. The model demonstrates strong generalization capabilities when tested on unseen generative music systems, suggesting that aesthetic dimensions are crucial predictors of music popularity in the AI-generated music landscape.