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Lejun Min

2 accepted papers

2025

MuPT: A Generative Symbolic Music Pretrained Transformer

ICLR 2025poster

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 findings suggest that LLMs are inherently more compatible with ABC Notation, which aligns more closely with their design…

Cited by 10SourcePDFScholar
2024

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models

ICLR 2024spotlight

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. In this paper, we make the first attempt to model a full music piece under the realization of *compositional hierar…

Cited by 11SourcePDFScholar