Spectro-temporal subband Wiener filter for speech enhancement

Chung Chien Hsu*, Tse En Lin, Jian Hueng Chen, Tai-Shih Chi

*此作品的通信作者

研究成果: Conference contribution同行評審

12 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a signal-channel speech enhancement algorithm by applying the conventional Wiener filter in the spectro-temporal modulation domain. The multi-resolution spectro-temporal analysis and synthesis framework for Fourier spectrograms [12] is extended to the analysis-modification-synthesis (AMS) framework for speech enhancement. Compared with conventional speech enhancement algorithms, a Wiener filter and an extended minimum mean-square error (MMSE) algorithm, our proposed method outperforms them by a large/small margin in white/babble noise conditions from both objective and subjective evaluations.

原文English
主出版物標題2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings
頁面4001-4004
頁數4
DOIs
出版狀態Published - 23 10月 2012
事件2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Kyoto, 日本
持續時間: 25 3月 201230 3月 2012

出版系列

名字ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN(列印)1520-6149

Conference

Conference2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012
國家/地區日本
城市Kyoto
期間25/03/1230/03/12

指紋

深入研究「Spectro-temporal subband Wiener filter for speech enhancement」主題。共同形成了獨特的指紋。

引用此