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Peiling Lu

3 accepted papers

2025

GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework

IJCAI 2025

Symbolic music generation aims to create musical notes, which can help users compose music, such as generating target instrument tracks based on provided source tracks. In practical scenarios where there’s a predefined ensemble of tracks and various composition needs, an efficient and effective gene

2022

Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation

NeurIPS 2022accept

Symbolic music generation aims to generate music scores automatically. A recent trend is to use Transformer or its variants in music generation, which is, however, suboptimal, because the full attention cannot efficiently model the typically long music sequences (e.g., over 10,000 tokens), and the e…

2022

TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method

EMNLP 2022main

Lyric-to-melody generation is an important task in automatic songwriting. Previous lyric-to-melody generation systems usually adopt end-to-end models that directly generate melodies from lyrics, which suffer from several issues: 1) lack of paired lyric-melody training data; 2) lack of control on gen…