no code implementations • 13 Jul 2017 • Anders Oland, Aayush Bansal, Roger B. Dannenberg, Bhiksha Raj
To this end, we demonstrate faster convergence and better performance on diverse classification tasks: image classification using CIFAR-10 and ImageNet, and semantic segmentation using PASCAL VOC 2012.
no code implementations • 10 May 2021 • Shuqi Dai, Xichu Ma, Ye Wang, Roger B. Dannenberg
Many practices have been presented in music generation recently.
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 • 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.
1 code implementation • 19 Sep 2023 • Yuxuan Wu, Roger B. Dannenberg, Gus Xia
Music motif, as a conceptual building block of composition, is crucial for music structure analysis and automatic composition.
no code implementations • 24 Mar 2024 • Hanzhi Yin, Gang Cheng, Christian J. Steinmetz, Ruibin Yuan, Richard M. Stern, Roger B. Dannenberg
We describe a novel approach for developing realistic digital models of dynamic range compressors for digital audio production by analyzing their analog prototypes.