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IEEE/ACM Transactions on Audio Speech and Language Processing· 2014Q1

A Regression Approach to Speech Enhancement Based on Deep Neural Networks

Yong Xu, Jun Du, Li-Rong Dai, Chin‐Hui Lee

Short summary

A novel supervised deep neural network (DNN) regression approach significantly improves speech enhancement over conventional MMSE methods, achieving better objective and subjective measures and suppressing non-stationary noise.

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Field: Signal Processing

Signal ProcessingComputer Science