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Start Over Author "Haitong Wu" Journal 2012 spring congress on engineering and technology
1 results on '"Haitong Wu"'

1. BSS Algorithm Based on Fully Connected Recurrent Neural Network and the Application in Separation of Speech Signals

Author

Shaoming Li, Bo Yang, Haitong Wu, and Jiayan Zhang

Subjects
Loop (graph theory), Computer science, Time delay neural network, business.industry, Separation (aeronautics), Pattern recognition, Speech processing, Blind signal separation, Nonlinear system, Recurrent neural network, Convergence (routing), Artificial intelligence, business, Algorithm
Abstract

Based on the traditional algorithm for blind source separation, this paper proposes a fully connected recurrent neural network algorithm for blind source separation. The self-feedback loop is increased to the algorithm. It can inhibit network into local minimum effectively; prevent the concussion; accelerate the convergence speed of weight; and applicable to nonlinear mixed situation. The simulation results show that, the algorithm has a good separation effect for multiple overlapping speech signals.

Published
2012

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