In this letter, we propose a novel approach to speech enhancement, which incorporates a new criterion based on residual noise shaping. In the proposed approach, our goal is to make the residual noise perceptually comfortable instead of making it less audible. A predetermined `comfort noise' is provided as a target for the spectral shaping. Based on some assumptions, the resulting spectral gain function turns out to be a slight modification of the Wiener filter while requiring very low computational complexity. Subjective listening test shows that the proposed algorithm outperforms the conventional spectral enhancement technique based on soft decision and the noise suppression implemented in IS-893 Selectable Mode Vocoder.
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Jong Won SHIN, Joon-Hyuk CHANG, Nam Soo KIM, "Speech Enhancement Based on Perceptually Comfortable Residual Noise" in IEICE TRANSACTIONS on Communications,
vol. E90-B, no. 11, pp. 3323-3326, November 2007, doi: 10.1093/ietcom/e90-b.11.3323.
Abstract: In this letter, we propose a novel approach to speech enhancement, which incorporates a new criterion based on residual noise shaping. In the proposed approach, our goal is to make the residual noise perceptually comfortable instead of making it less audible. A predetermined `comfort noise' is provided as a target for the spectral shaping. Based on some assumptions, the resulting spectral gain function turns out to be a slight modification of the Wiener filter while requiring very low computational complexity. Subjective listening test shows that the proposed algorithm outperforms the conventional spectral enhancement technique based on soft decision and the noise suppression implemented in IS-893 Selectable Mode Vocoder.
URL: https://global.ieice.org/en_transactions/communications/10.1093/ietcom/e90-b.11.3323/_p
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@ARTICLE{e90-b_11_3323,
author={Jong Won SHIN, Joon-Hyuk CHANG, Nam Soo KIM, },
journal={IEICE TRANSACTIONS on Communications},
title={Speech Enhancement Based on Perceptually Comfortable Residual Noise},
year={2007},
volume={E90-B},
number={11},
pages={3323-3326},
abstract={In this letter, we propose a novel approach to speech enhancement, which incorporates a new criterion based on residual noise shaping. In the proposed approach, our goal is to make the residual noise perceptually comfortable instead of making it less audible. A predetermined `comfort noise' is provided as a target for the spectral shaping. Based on some assumptions, the resulting spectral gain function turns out to be a slight modification of the Wiener filter while requiring very low computational complexity. Subjective listening test shows that the proposed algorithm outperforms the conventional spectral enhancement technique based on soft decision and the noise suppression implemented in IS-893 Selectable Mode Vocoder.},
keywords={},
doi={10.1093/ietcom/e90-b.11.3323},
ISSN={1745-1345},
month={November},}
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TY - JOUR
TI - Speech Enhancement Based on Perceptually Comfortable Residual Noise
T2 - IEICE TRANSACTIONS on Communications
SP - 3323
EP - 3326
AU - Jong Won SHIN
AU - Joon-Hyuk CHANG
AU - Nam Soo KIM
PY - 2007
DO - 10.1093/ietcom/e90-b.11.3323
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E90-B
IS - 11
JA - IEICE TRANSACTIONS on Communications
Y1 - November 2007
AB - In this letter, we propose a novel approach to speech enhancement, which incorporates a new criterion based on residual noise shaping. In the proposed approach, our goal is to make the residual noise perceptually comfortable instead of making it less audible. A predetermined `comfort noise' is provided as a target for the spectral shaping. Based on some assumptions, the resulting spectral gain function turns out to be a slight modification of the Wiener filter while requiring very low computational complexity. Subjective listening test shows that the proposed algorithm outperforms the conventional spectral enhancement technique based on soft decision and the noise suppression implemented in IS-893 Selectable Mode Vocoder.
ER -