Proceedings of the International Conference on Communication and Electronic Information Engineering (CEIE 2016)

The Priori SNR Estimation Based on the Post Frame Information and Self-Adaptive Averaging Factor

Authors
Xiaoqun Yi, Ruwei Li, Shuang Zhang
Corresponding Author
Xiaoqun Yi
Available Online October 2016.
DOI
https://doi.org/10.2991/ceie-16.2017.72How to use a DOI?
Keywords
A Priori SNR; ThePost Frame Speech Information; Speech Enhancement
Abstract
In view of the estimation problem of the priori signal-to-noise ratio (SNR) estimation in single-channel speech enhancement algorithm, a novel method based on the further information is proposed. In this paper, the information from the post frame is considered in obtaining priori SNR of the current frame. Firstly, the original priori SNR is achieved by the decision directed (DD) algorithm. secondly, in order to solve the smoothness drawback of Two-Step Noise Reduction (TSNR) method, we utilize the correlation of the inter-frame and introduce speech information from the post frame to refine the estimation priori SNR. Lastly, to track noisy speech change more quickly, a self-adaptive averaging factor is introduced by the minimum mean-squared error (MMSE) estimator. The proposed algorithm has good performance in reducing the speech distortion while the advantages in noise suppression are kept. The simulation experiment results show that the performance of proposed algorithm is superior than TSNR algorithm under various noise conditions.
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This is an open access article distributed under the CC BY-NC license.

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Volume Title
Proceedings of the International Conference on Communication and Electronic Information Engineering (CEIE 2016)
Series
Advances in Engineering Research
Publication Date
October 2016
ISBN
978-94-6252-312-8
ISSN
2352-5401
DOI
https://doi.org/10.2991/ceie-16.2017.72How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Xiaoqun Yi
AU  - Ruwei Li
AU  - Shuang Zhang
PY  - 2016/10
DA  - 2016/10
TI  - The Priori SNR Estimation Based on the Post Frame Information and Self-Adaptive Averaging Factor
BT  - Proceedings of the International Conference on Communication and Electronic Information Engineering (CEIE 2016)
PB  - Atlantis Press
SP  - 561
EP  - 566
SN  - 2352-5401
UR  - https://doi.org/10.2991/ceie-16.2017.72
DO  - https://doi.org/10.2991/ceie-16.2017.72
ID  - Yi2016/10
ER  -