1.7k citations · 1.7k across the 6 of their papers we have counts for
4 papers · 1 filter
MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation
Xinda Wu, Zhijie Huang, Kejun Zhang +5
Pre-trained language models have achieved impressive results in various music understanding and generation tasks. However, existing pre-training methods for symbolic melody generat…
Efficient Multi-Scale Attention Module with Cross-Spatial Learning
Daliang Ouyang, Su He, Guozhong Zhang +4
Remarkable effectiveness of the channel or spatial attention mechanisms for producing more discernible feature representation are illustrated in various computer vision tasks. Howe…
ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder
Sihan Xu, Zelong Jiang, Ruisi Liu +2
Image-to-image translation is a fundamental task in computer vision. It transforms images from one domain to images in another domain so that they have particular domain-specific c…
WuYun: Exploring hierarchical skeleton-guided melody generation using knowledge-enhanced deep learning
Kejun Zhang, Xinda Wu, Tieyao Zhang +5
Although deep learning has revolutionized music generation, existing methods for structured melody generation follow an end-to-end left-to-right note-by-note generative paradigm an…