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Luo Zhengding's Projects

gfanc-bayes icon gfanc-bayes

Delayless Generative Fixed-filter Active Noise Control based on Deep Learning and Bayesian Filter

gfanc-generative-fixed-filter-active-noise-control icon gfanc-generative-fixed-filter-active-noise-control

To overcome the limitation and obtain more appropriate control filters, a generative fixed-filter active noise control (GFANC) approach is proposed in this paper. Specifically, various control filters can be generated by using different hard weights to combine pre-trained sub control filters. The hard weights are automatically obtained via a one-dimensional convolutional neural network given the incoming noise.

gfanc-kalman icon gfanc-kalman

Generative Fixed-Filter Active Noise Control with CNN-Kalman Filtering

gfanc-rl icon gfanc-rl

Reinforcement Learning-based Generative Fixed-filter Active Noise Control

hci-mayavi-joy-con icon hci-mayavi-joy-con

The interaction interface is mainly based on the Mayavi platform and the Nintendo Switch Joy-Con controller.

sfanc-window icon sfanc-window

Real-time Implementation of CNN-based selective fixed-filter active noise control and effectiveness analysis using explainable AI

unsupervised-gfanc icon unsupervised-gfanc

Unsupervised learning based end-to-end delayless generative fixed-filter active noise control

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