Papers

Improving the Performance of the Minimum Statistics Noise Estimator for Single Channel Speech Enhancement

International Journal
~2005
작성자
dsp
작성일
2005-01-01 20:23
조회
5746
Authors : Seung Kyun Ryu, Hong-Goo Kang, Sung-Kyo Jung, Dae Hee Youn
Year : 2005
Publisher / Conference : IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Volume : E88-A
Page : 582-585
This paper proposes an algorithm to improve the performance of the noise power spectrum estimation using the minimum statistics (MS). The minimum statistics noise estimator (MSNE) that is most efficient for speech enhancement often underestimates noise power when the signal characteristics changes abruptly. The proposed algorithm improves the accuracy of noise estimation by removing harmonic components of the speech signal. Simulation results verify that the performance of the proposed algorithm is better than that of the conventional algorithm in terms of the segmental SNR (SegSNR) and the spectral distance (SD).
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