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

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名2022 IEEE 22nd International Conference on Communication Technology, ICCT 2022
出版商Institute of Electrical and Electronics Engineers Inc.
1207-1212
页数6
ISBN(电子版)9781665470674
DOI
出版状态已出版 - 2022
活动22nd IEEE International Conference on Communication Technology, ICCT 2022 - Virtual, Online, 中国
期限: 11 11月 202214 11月 2022

出版系列

姓名International Conference on Communication Technology Proceedings, ICCT
2022-November-November

会议

会议22nd IEEE International Conference on Communication Technology, ICCT 2022
国家/地区中国
Virtual, Online
时期11/11/2214/11/22

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