Noisy Speech Enhancement Using a Novel a Priori SNR Estimation

被引:0
作者
Deng, Chao [1 ]
Liu, Xiao-rui [2 ]
Liu, Hong-min [1 ]
Wang, Zhi-heng [1 ]
机构
[1] Henan Polytech Univ, Coll Comp Sci & Technol, Jiaozuo, Peoples R China
[2] Yantai Univ, Sch Comp, Yantai, Peoples R China
来源
ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 2 | 2011年 / 105卷
关键词
speech enhancement; DD; Wiener filtering; priori SNR; noise reduction;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In view of the problem of a priori SNR estimation in speech enhancement, a novel algorithm is proposed in this paper. Through adding momentum term, the presented algorithm maintains the advantages of indirect decision algorithm in effectiveness, and improves the tracking speed of instantaneous SNR with the elimination of musical noise. Simulation results demonstrate that the algorithm possesses good performance in many kinds of noise conditions.
引用
收藏
页码:139 / +
页数:2
相关论文
共 50 条
  • [21] A Priori SNR Estimation Based on Momentum Term
    Ou Shi-Feng
    Wang Xian-Yun
    Sun Yan-Long
    Gao Ying
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 3292 - 3295
  • [22] A Priori SNR Estimator Based on a Convex Combination of Two DD Approaches for Speech Enhancement
    Shen, Suojin
    Ou, Shifeng
    Wei, Jing
    Gao, Ying
    2016 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2016, : 750 - 754
  • [23] A New Improved Algorithm of Speech Enhancement Based on MCRA and Noncausal a Priori SNR Estimator
    Ying, Na
    Wang, Xuzhen
    Liu, Jianwei
    Wang, Qinfang
    Hua, Jianzhi
    Yang, Qingbiao
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2014, 5 : 1281 - 1284
  • [24] A new a priori SNR estimator based on multiple linear regression technique for speech enhancement
    Lee, Soojeong
    Lim, Chungsoo
    Chang, Joon-Hyuk
    DIGITAL SIGNAL PROCESSING, 2014, 30 : 154 - 164
  • [25] Speech Enhancement Using Phase-Dependent A Priori SNR Estimator in Log-Mel Spectral Domain
    Lee, Yun-Kyung
    Park, Jeon Gue
    Lee, Yun Keun
    Kwon, Oh-Wook
    ETRI JOURNAL, 2014, 36 (05) : 721 - 729
  • [26] Noise Spectrum Estimation Based on SNR Discrepancy for Speech Enhancement
    Saha, Atanu
    Shimamura, Tetsuya
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, E97D (02) : 373 - 377
  • [27] NOISE RETF ESTIMATION AND REMOVAL FOR LOW SNR SPEECH ENHANCEMENT
    Birnie, Lachlan
    Samarasinghe, Prasanga
    Abhayapala, Thushara
    Grixti-Cheng, Daniel
    2021 IEEE 31ST INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2021,
  • [28] Low SNR speech enhancement with DNN based phase estimation
    Samba Raju Chiluveru
    Manoj Tripathy
    International Journal of Speech Technology, 2019, 22 : 283 - 292
  • [29] A Data-Driven Approach to A Priori SNR Estimation
    Suhadi, Suhadi
    Last, Carsten
    Fingscheidt, Tim
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2011, 19 (01): : 186 - 195
  • [30] Low SNR speech enhancement with DNN based phase estimation
    Chiluveru, Samba Raju
    Tripathy, Manoj
    INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY, 2019, 22 (01) : 283 - 292