5 papers
BeatEdit: Symbolic Music Generation as Explicit Editing
Haoyu Gu, Lekai Qian, Haowu Zhou +2
Music creation is fundamentally a process of revision. Yet symbolic music generation remains dominated by paradigms that produce complete sequences from scratch, with limited suppo…
BEAT: Tokenizing and Generating Symbolic Music by Uniform Temporal Steps
Lekai Qian, Haoyu Gu, Jingwei Zhao +1
Tokenizing music to fit the general framework of language models is a compelling challenge, especially considering the diverse symbolic structures in which music can be represented…
Anchored Cyclic Generation: A Novel Paradigm for Long-Sequence Symbolic Music Generation
Boyu Cao, Lekai Qian, Dehan Li +3
Generating long sequences with structural coherence remains a fundamental challenge for autoregressive models across sequential generation tasks. In symbolic music generation, this…
Pianoroll-Event: A Novel Score Representation for Symbolic Music
Lekai Qian, Haoyu Gu, Dehan Li +2
Symbolic music representation is a fundamental challenge in computational musicology. While grid-based representations effectively preserve pitch-time spatial correspondence, their…
Alleviating Choice Supportive Bias in LLM with Reasoning Dependency Generation
Nan Zhuang, Wenshuo Wang, Lekai Qian +3
Recent studies have demonstrated that some Large Language Models exhibit choice-supportive bias (CSB) when performing evaluations, systematically favoring their chosen options and…