Preprint
Oct 2026
MSVAE: Rethinking Musical Semantics in Continuous Latent Spaces
Continuous latent representations underlie recent diffusion-based lyrics-to-song and text-to-music systems, yet aligning lyric conditions with these latents remains difficult: existing systems resort to generator-side machinery such as sentence-level timestamps, auxiliary alignment objectives, or semi-autoregressive de...
Guo-Bin Ma, Yue-Peng Jiang, Da-Ke Guo et al.
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