2 papers
eess.AS2026
SongFormer: Scaling Music Structure Analysis with Heterogeneous Supervision
Chunbo Hao, Ruibin Yuan, Jixun Yao +5
Music structure analysis (MSA) underpins music understanding and controllable generation, yet progress has been limited by small, inconsistent corpora. We present SongFormer, a sca…
cs.SD2025
Do Joint Language-Audio Embeddings Encode Perceptual Timbre Semantics?
Qixin Deng, Bryan Pardo, Thrasyvoulos N Pappas
Understanding and modeling the relationship between language and sound are essential for applications such as music information retrieval, text-guided music generation, and audio c…