Search Results for author: Xingwei Sun

Found 2 papers, 0 papers with code

Compressing LSTM Networks by Matrix Product Operators

no code implementations22 Dec 2020 Ze-Feng Gao, Xingwei Sun, Lan Gao, Junfeng Li, Zhong-Yi Lu

In this paper, we propose a matrix product operator(MPO) based neural network architecture to replace the LSTM model.

Networking and Internet Architecture Computational Physics Quantum Physics

A Model Compression Method with Matrix Product Operators for Speech Enhancement

no code implementations10 Oct 2020 Xingwei Sun, Ze-Feng Gao, Zhong-Yi Lu, Junfeng Li, Yonghong Yan

In this paper, we propose a model compression method based on matrix product operators (MPO) to substantially reduce the number of parameters in DNN models for speech enhancement.

Model Compression Speech Enhancement

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