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state-of-the-art SpeechEnhancement methods

Name Hai-Zhang Zou
E-mail superzz@gmail.com

DeepLearning

2017

  • Single channel speech enhancement using convolutional neural network [paper]
  • SEGAN: Speech Enhancement Generative Adversarial Network [paper]
  • Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification [paper]
  • A Fully Convolutional Neural Network for Speech Enhancement [paper]
  • Raw Waveform-based Speech Enhancement by Fully Convolutional Networks [paper]

2016

  • Speech Enhancement In Multiple-Noise Conditions using Deep Neural Networks [paper]
  • A Novel Single Channel Speech Enhancement Based on Joint Deep Neural Network and Wiener Filter [paper]
  • NMF-based Speech Enhancement Incorporating Deep Neural Network [paper]

2015

  • A Regression Approach to Speech Enhancement Based on Deep Neural Networks [paper]

2014

  • An Experimental Study on Speech Enhancement Based on Deep Neural Networks [paper]