Publications (4)
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls
Lejun Min, Junyan Jiang, Gus Xia +1
We propose Polyffusion, a diffusion model that generates polyphonic music scores by regarding music as image-like piano roll representations. The model is capable of controllable m…
MuPT: A Generative Symbolic Music Pretrained Transformer
Xingwei Qu, Yuelin Bai, Yinghao Ma +25
In this paper, we explore the application of Large Language Models (LLMs) to the pre-training of music. While the prevalent use of MIDI in music modeling is well-established, our f…
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
Ziyu Wang, Lejun Min, Gus Xia
Recent deep music generation studies have put much emphasis on long-term generation with structures. However, we are yet to see high-quality, well-structured whole-song generation.…
Qwen-Audio-3.0-Gen-Preview Technical Report
Junyu Dai, Xiaoyue Duan, Xinyue Fan +14
The paper introduces Qwen-Audio-3.0-Gen-Preview, a unified non‑autoregressive model that uses a diffusion transformer and a shared VAE to generate complete mixed‑waveform audio fro…