3 papers
cs.SD2021
Pitch Preservation In Singing Voice Synthesis
Shujun Liu, Hai Zhu, Kun Wang +1
Suffering from limited singing voice corpus, existing singing voice synthesis (SVS) methods that build encoder-decoder neural networks to directly generate spectrogram could lead t…
math.OC2020
Proximal Operator and Optimality Conditions for Ramp Loss SVM
Huajun Wang, Yuanhai Shao, Naihua Xiu
Support vector machines with ramp loss (dubbed as -SVM) have attracted wide attention due to the boundedness of ramp loss. However, the corresponding optimization problem is n…
math.OC2019
Support Vector Machine Classifier via Soft-Margin Loss
Huajun Wang, Yuanhai Shao, Shenglong Zhou +2
Support vector machine (SVM) has attracted great attentions for the last two decades due to its extensive applications, and thus numerous optimization models have been proposed. To…