A GRU-Based Late Reverberation Suppression Method for Single-Channel Speech Dereverberation

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Room reverberation can lead to a decrease in the intelligibility and recognizability of speech. Especially under long reverberation time, the reverberation can be an obstacle to many speech-related tasks. In this paper, a Gate Recurrent Unit (GRU) network based dereverberation method is proposed to suppress late reverberation. By testing in different scenarios, the effectiveness and robustness of the proposed algorithm have been verified. Compared with traditional algorithms that try to suppress the late reverberation, the processed speech of the proposed algorithm has been improved in a bunch of speech quality related evaluation metrics.

Original languageEnglish
Title of host publication2022 IEEE 22nd International Conference on Communication Technology, ICCT 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1207-1212
Number of pages6
ISBN (Electronic)9781665470674
DOIs
Publication statusPublished - 2022
Event22nd IEEE International Conference on Communication Technology, ICCT 2022 - Virtual, Online, China
Duration: 11 Nov 202214 Nov 2022

Publication series

NameInternational Conference on Communication Technology Proceedings, ICCT
Volume2022-November-November

Conference

Conference22nd IEEE International Conference on Communication Technology, ICCT 2022
Country/TerritoryChina
CityVirtual, Online
Period11/11/2214/11/22

Keywords

  • Gate Re-current Unit
  • channel shortening
  • dereverberation
  • speech enhancement

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