Music Generation

MixWeaver: Stem-aware Automatic DJ Transition Generation via Structured Discrete Optimization

MixWeaver generates DJ transitions by optimizing how individual stems enter and leave a mix. Its discrete search balances musical alignment, overlap, smoothness, and energy, making transition decisions interpretable.

Xuran Zhou, Xunyi Jiang, Churan Zhi, Junda Wu, Julian McAuley

Composer Vector: Style-steering Symbolic Music Generation in a Latent Space

Symbolic music generation has made significant progress, yet achieving fine-grained and flexible control over composer style remains …

Xunyi Jiang, Mingyang Yao, Jingyue Huang, Julian McAuley