A LSA-MMSE speech enhancement approach incorporating masking properties

被引:1
|
作者
Chen, Qi [1 ]
Guo, Ying [1 ]
Duan, Yanli [1 ]
Wang, Bo [1 ]
机构
[1] AFEU, Telecommun Engn Inst, Xian 710077, Peoples R China
关键词
D O I
10.1109/ICCCAS.2006.284675
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To improve the effect of single channel speech enhancement at low signal-to-noise ratio (SNR), this paper proposed a optimal speech enhancement scheme. Based on auditory masking effects, the speech spectra estimation is performed in two cases: noisy speech spectra for noise masked and classical spectral subtraction estimate for noise unmasked. Then a speech signal estimator is proposed as a weighted sum of the individual estimator in each state. Compared with Virag's method and LSA-MMSE estimator, the proposed estimator can suppress the residual noise effectively while keep smaller speech distortion especially at low SNR.
引用
收藏
页码:455 / +
页数:2
相关论文
共 50 条
  • [1] An MMSE speech enhancement approach incorporating masking properties
    You, CH
    Koh, SN
    Rahardja, S
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PROCEEDINGS: SPEECH PROCESSING, 2004, : 725 - 728
  • [2] An Improved LSA-MMSE Speech Enhancement Approach Based on Auditory Perception
    Gong, Linyu
    Chen, Changxing
    Chen, Qi
    Xu, Haoxiang
    [J]. 2008 INTERNATIONAL SEMINAR ON FUTURE INFORMATION TECHNOLOGY AND MANAGEMENT ENGINEERING, PROCEEDINGS, 2008, : 292 - +
  • [3] An Improved MMSE-LSA speech enhancement algorithm based on human auditory masking property
    Zhang, Yong
    Liu, Yi
    [J]. 2013 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP 2013), 2013, : 151 - 154
  • [4] β-Masking MMSE Speech Enhancement for Speech Recognition
    You, Chang Huai
    Ma, Bin
    [J]. 2017 IEEE 2ND INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2017, : 341 - 345
  • [5] Research on speech enhancement based on MMSE-LSA
    Zhang, Rubo
    Guo, Fang
    Li, Xueyao
    Xu, Dong
    [J]. INT CONF ON CYBERNETICS AND INFORMATION TECHNOLOGIES, SYSTEMS AND APPLICATIONS/INT CONF ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL II, 2007, : 204 - 208
  • [6] Masking-based β-order MMSE speech enhancement
    You, CH
    Koh, SN
    Rahardja, S
    [J]. SPEECH COMMUNICATION, 2006, 48 (01) : 57 - 70
  • [7] 结合掩蔽特性的LSA-MMSE语音增强方法
    陈琪
    郭英
    段艳丽
    王博
    [J]. 仪器仪表学报, 2006, (S3) : 2271 - 2272
  • [8] Speech Enhancement Using Modified MMSE-LSA and Phase Reconstruction in Voiced and Unvoiced Speech
    Jia, Hairong
    Wang, Weimei
    Wang, Dong
    Zhang, Xueying
    [J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 33 (02)
  • [9] Kalman filtering speech enhancement incorporating masking properties for mobile communication in a car environment
    You, CH
    Koh, SN
    Rahardja, S
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 1343 - 1346
  • [10] 基于听觉感知的LSA-MMSE改进型语音增强方法
    陈琪
    郭英
    张群
    王布宏
    [J]. 信号处理, 2008, 24 (06) : 1037 - 1040