Canonical Correlation Analysis in Speech Enhancement

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This book focuses on the application of canonical correlation analysis (CCA) to speech enhancement using the filtering approach. The authors explain how to derive different classes of time-domain and time-frequency-domain noise reduction filters, which are optimal from the CCA perspective for both single-channel and multichannel speech enhancement. Enhancement of noisy speech has been a challengin...

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This book focuses on the application of canonical correlation analysis (CCA) to speech enhancement using the filtering approach. The authors explain how to derive different classes of time-domain and time-frequency-domain noise reduction filters, which are optimal from the CCA perspective for both single-channel and multichannel speech enhancement. Enhancement of noisy speech has been a challengin...

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  • Formats: epub
  • ISBN: 9783319670201
  • Publication Date: 31 Aug 2017
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM