Dimensionality Reduction and Dynamical Mode Recognition of Circular Arrays of Flame Oscillators Using Deep Neural Network

no code implementations • 5 Dec 2023 • Weiming Xu, Tao Yang, Peng Zhang

Oscillatory combustion in aero engines and modern gas turbines often has significant adverse effects on their operation, and accurately recognizing various oscillation modes is the prerequisite for understanding and controlling combustion instability.

Dimensionality Reduction

MBTFNet: Multi-Band Temporal-Frequency Neural Network For Singing Voice Enhancement

no code implementations • 6 Oct 2023 • Weiming Xu, Zhouxuan Chen, Zhili Tan, Shubo Lv, Runduo Han, Wenjiang Zhou, Weifeng Zhao, Lei Xie

A typical neural speech enhancement (SE) approach mainly handles speech and noise mixtures, which is not optimal for singing voice enhancement scenarios.

Music Source Separation Speech Enhancement

A Solution to The Non-linearity of Electro-Optic Modulation Synthetic Aperture Lidar

no code implementations • 5 May 2020 • Fuping Fang, Heng Hu, Weiming Xu, Rong Shu

Meanwhile, give a method to resolve the seriously non-linear problems.