4 papers · 1 filter
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…
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Ruibin Yuan, Hanfeng Lin, Shuyue Guo +55
We tackle the task of long-form music generation--particularly the challenging \textbf{lyrics-to-song} problem--by introducing YuE, a family of open foundation models based on the…
SongEval: A Benchmark Dataset for Song Aesthetics Evaluation
Jixun Yao, Guobin Ma, Huixin Xue +9
Aesthetics serve as an implicit and important criterion in song generation tasks that reflect human perception beyond objective metrics. However, evaluating the aesthetics of gener…
Editing Music with Melody and Text: Using ControlNet for Diffusion Transformer
Siyuan Hou, Shansong Liu, Ruibin Yuan +4
Despite the significant progress in controllable music generation and editing, challenges remain in the quality and length of generated music due to the use of Mel-spectrogram repr…