luo-zhengding Goto Github PK
Name: Luo Zhengding
Type: User
Company: Nanyang Technological University
Bio: PhD student of NTU in Singapore and got a master degree from PKU in China.
Location: Singapore
Name: Luo Zhengding
Type: User
Company: Nanyang Technological University
Bio: PhD student of NTU in Singapore and got a master degree from PKU in China.
Location: Singapore
Delayless Generative Fixed-filter Active Noise Control based on Deep Learning and Bayesian Filter
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.
Generative Fixed-Filter Active Noise Control with CNN-Kalman Filtering
Reinforcement Learning-based Generative Fixed-filter Active Noise Control
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Luo Zhengding's Homepage
This paper proposes a hybrid SFANC-FxNLMS approach to overcome the adaptive algorithm's slow convergence and provide a better noise reduction level than the SFANC method.
Real-time Implementation of CNN-based selective fixed-filter active noise control and effectiveness analysis using explainable AI
Unsupervised learning based end-to-end delayless generative fixed-filter active noise control
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