IEICE TRANSACTIONS on Fundamentals
Speech Prior Estimation for Generalized Minimum Mean-Square Error Short-Time Spectral Amplitude Estimator
Summary :
In this paper, we introduce a generalized minimum mean-square error short-time spectral amplitude estimator with a new prior estimation of the speech probability density function based on moment-cumulant transformation. From the objective and subjective evaluation experiments, we show the improved noise reduction performance of the proposed method.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E95-A No.2 pp.591-595
- Publication Date
- 2012/02/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.E95.A.591
- Type of Manuscript
- LETTER
- Category
- Engineering Acoustics
Authors
Keyword
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Ryo WAKISAKA, Hiroshi SARUWATARI, Kiyohiro SHIKANO, Tomoya TAKATANI, "Speech Prior Estimation for Generalized Minimum Mean-Square Error Short-Time Spectral Amplitude Estimator" in IEICE TRANSACTIONS on Fundamentals,
vol. E95-A, no. 2, pp. 591-595, February 2012, doi: 10.1587/transfun.E95.A.591.
Abstract: In this paper, we introduce a generalized minimum mean-square error short-time spectral amplitude estimator with a new prior estimation of the speech probability density function based on moment-cumulant transformation. From the objective and subjective evaluation experiments, we show the improved noise reduction performance of the proposed method.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E95.A.591/_p
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@ARTICLE{e95-a_2_591,
author={Ryo WAKISAKA, Hiroshi SARUWATARI, Kiyohiro SHIKANO, Tomoya TAKATANI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Speech Prior Estimation for Generalized Minimum Mean-Square Error Short-Time Spectral Amplitude Estimator},
year={2012},
volume={E95-A},
number={2},
pages={591-595},
abstract={In this paper, we introduce a generalized minimum mean-square error short-time spectral amplitude estimator with a new prior estimation of the speech probability density function based on moment-cumulant transformation. From the objective and subjective evaluation experiments, we show the improved noise reduction performance of the proposed method.},
keywords={},
doi={10.1587/transfun.E95.A.591},
ISSN={1745-1337},
month={February},}
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TY - JOUR
TI - Speech Prior Estimation for Generalized Minimum Mean-Square Error Short-Time Spectral Amplitude Estimator
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 591
EP - 595
AU - Ryo WAKISAKA
AU - Hiroshi SARUWATARI
AU - Kiyohiro SHIKANO
AU - Tomoya TAKATANI
PY - 2012
DO - 10.1587/transfun.E95.A.591
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E95-A
IS - 2
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - February 2012
AB - In this paper, we introduce a generalized minimum mean-square error short-time spectral amplitude estimator with a new prior estimation of the speech probability density function based on moment-cumulant transformation. From the objective and subjective evaluation experiments, we show the improved noise reduction performance of the proposed method.
ER -
English
