5 papers
TASTE: Taxonomy-Aware Symbolic Piano Generation from Textual Description
Mingyang Yao, Jingyue Huang, Ke Chen +2
Text-conditioned symbolic music generation has attracted growing interest with the development of generative models. Yet two questions remain underexplored: what aspects of music t…
Composer Vector: Style-steering Symbolic Music Generation in a Latent Space
Xunyi Jiang, Mingyang Yao, Jingyue Huang +1
Symbolic music generation has made significant progress, yet achieving fine-grained and flexible control over composer style remains challenging. Existing training-based methods fo…
StylePitcher: Generating Style-Following and Expressive Pitch Curves for Versatile Singing Tasks
Jingyue Huang, Qihui Yang, Fei Yueh Chen +4
Existing pitch curve generators face two main challenges: they often neglect singer-specific expressiveness, reducing their ability to capture individual singing styles. And they a…
MuseTok: Symbolic Music Tokenization for Generation and Semantic Understanding
Jingyue Huang, Zachary Novack, Phillip Long +4
Discrete representation learning has shown promising results across various domains, including generation and understanding in image, speech and language. Inspired by these advance…
REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
Weihan Xu, Yimeng Ma, Jingyue Huang +6
Short videos are an effective tool for promoting contents and improving knowledge accessibility. While existing extractive video summarization methods struggle to produce a coheren…