2 code implementations • 29 Oct 2022 • Nikolas McNeal, Jennifer Huang, Aniekan Umoren, Shuqi Dai, Roger Dannenberg, Richard Randall, Tai Sing Lee
Our findings suggest that predictability is correlated with human perception of musicality and that a predictive coding neural network trained on music can be used to characterize the features and motifs contributing to human perception of music.
no code implementations • 1 Sep 2022 • Shuqi Dai, Huiran Yu, Roger B. Dannenberg
Structure is one of the most essential aspects of music, and music structure is commonly indicated through repetition.
no code implementations • 2 Sep 2021 • Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg
Recent advances in deep learning have expanded possibilities to generate music, but generating a customizable full piece of music with consistent long-term structure remains a challenge.
no code implementations • 10 May 2021 • Shuqi Dai, Xichu Ma, Ye Wang, Roger B. Dannenberg
Many practices have been presented in music generation recently.
1 code implementation • 17 Aug 2020 • Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia
The main body of the dataset contains the vocal melody, the lead instrument melody, and the piano accompaniment for each song in MIDI format, which are aligned to the original audio files.