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cs.SD2025
SAGE-Music: Low-Latency Symbolic Music Generation via Attribute-Specialized Key-Value Head Sharing
Jiaye Tan, Haonan Luo, Linfeng Song +10
Low-latency symbolic music generation is essential for real-time improvisation and human-AI co-creation. Existing transformer-based models, however, face a trade-off between infere…
cs.SD2025
The Name-Free Gap: Policy-Aware Stylistic Control in Music Generation
Ashwin Nagarajan, Hao-Wen Dong
Text-to-music models capture broad attributes such as instrumentation or mood, but fine-grained stylistic control remains an open challenge. Existing stylization methods typically…
cs.SD2024
Generative AI for Music and Audio
Hao-Wen Dong
Generative AI has been transforming the way we interact with technology and consume content. In the next decade, AI technology will reshape how we create audio content in various m…