8 citations · 18 across the 25 of their papers we have counts for
8 papers · 1 filter
High-Fidelity Song Generation with Joint Discrete and Continuous Modeling
Zheqi Dai, Zhiyue Wu, Ruibin Yuan +5
Generating a full song from lyrics and a style description requires long-range musical planning without sacrificing vocal and instrumental detail. Low-rate discrete semantic tokens…
HMU-Bench: Hierarchical Music Understanding Benchmark for Omni Models
Zheqi Dai, Boyang Wang, Zhiyue Wu +6
Music-understanding benchmarks should identify both the evidence available to a model and the operations a correct answer requires. We introduce HMU-Bench, a bilingual benchmark wi…
YuE2: Unifying Symbolic and Audio Music Generation at Frontier Quality
Ruibin Yuan, Jiahao Pan, Junyan Jiang +32
Symbolic models make melody, harmony, rhythm, and form explicit but typically stop before a finished recording; audio models produce complete songs while leaving composition implic…
StepAudio 3 Music Technical Report
Chengli Feng, Zhiyue Wu, Jiahao Song +10
We introduce StepAudio 3 Music, a large-scale, long-form music generation model that supports explicit musical planning and open-domain text-controlled generation. The StepAudio Mu…
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…
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…
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…
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…