no code implementations • 22 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
no code implementations • 10 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.