52 citations · 333 across the 67 of their papers we have counts for
5 papers · 1 filter
A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement
Ziyu Wang, Gus Xia
We contribute a pop-song automation framework for lead melody generation and accompaniment arrangement. The framework reflects the major procedures of human music composition, gene…
Melodic Phrase Segmentation By Deep Neural Networks
Yixing Guan, Jinyu Zhao, Yiqin Qiu +2
Automated melodic phrase detection and segmentation is a classical task in content-based music information retrieval and also the key towards automated music structure analysis. Ho…
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation
Ke Chen, Weilin Zhang, Shlomo Dubnov +2
With recent breakthroughs in artificial neural networks, deep generative models have become one of the leading techniques for computational creativity. Despite very promising progr…
Music Style Transfer: A Position Paper
Shuqi Dai, Zheng Zhang, Gus G. Xia
Led by the success of neural style transfer on visual arts, there has been a rising trend very recently in the effort of music style transfer. However, "music style" is not yet a w…
ShIFT: A Semi-haptic Interface for Flute Tutoring
Gus Xia, Carter Jacobsen, Qianwen Chen +2
Traditional instrument learning is time-consuming. It begins with learning music notation and necessitates layers of sophistication and abstraction. Haptic interfaces open another…