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Introduction
NETWORKS FOR SPEECH ENHANCEMENT
ERIC A. WAN and ALEX T. NELSON
Oregon Graduate Institute of Science and Technology
20000 N.W. Walker Road, Beaverton, OR 97006, USA
Email: ericwan@ece.ogi.edu, atnelson@ece.ogi.edu
Introduction
Background
Model Structure
Chapter Overview
Neural Time-Domain Filtering Methods
Direct Time-Domain Mapping
Extended Kalman Filtering with Predictive Models
Neural Transform-Domain Methods
Spectral Subtraction
Neural Transform-Domain Mappings
State-Dependent Model Switching Methods
Classification Switched Models
Hybrid HMM and EKF
On-line Iterative Methods
On-line Predictive Enhancement
Maximum-likelihood Estimation and Dual Kalman Filtering
Noise-Regularized Adaptive Filtering
Summary and Conclusions
Acknowledgments
References
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