An improved spectral subtraction method for speech enhancement using a perceptual weighting filter

被引：42
|
作者：
Udrea, Radu Mihnea [1 ]
Vizireanu, Nicolae D. [1 ]
Ciochina, Silviu [1 ]
机构：
[1] Univ Politehn Bucuresti, Dept Telecommun, Fac Elect Telecommun & Informat Technol, Bucharest, Romania
来源：
DIGITAL SIGNAL PROCESSING | 2008年 / 18卷 / 04期
关键词：
speech enhancement; spectral subtraction;
D O I：
10.1016/j.dsp.2007.08.002
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
We propose an improved spectral subtraction method for reducing acoustic noise added to speech in noisy environments like helicopter cockpit or car engine. This implementation uses oversubtraction method for spectral subtraction. Residual noise can be masked by exploiting the masking properties of the human auditory system. A psychoacoustically motivated weighting filter was included to eliminate residual musical noise. Simulations showed a better quality with no distortion for the enhanced speech and the musical noise was effectively masked. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码：581 / 587
页数：7
相关论文
共 50 条
  • [31] Real-time speech enhancement by adaptive spectral subtraction method
    Wang, Jingfang
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3774 - 3778
  • [32] Speech Enhancement in Quasi-Periodic Noises Using Improved Spectral Subtraction Based on Adaptive Sampling
    Azarov, Elias
    Vashkevich, Maxim
    Petrovsky, Alexander
    SPEECH AND COMPUTER (SPECOM 2015), 2015, 9319 : 405 - 412
  • [33] Speech enhancement system using the multi-band coherence function and spectral subtraction method
    Oh, Inkyu
    Lee, Insung
    JOURNAL OF THE ACOUSTICAL SOCIETY OF KOREA, 2019, 38 (04): : 406 - 413
  • [34] Speech enhancement using a switching Kalman filter with a perceptual post-filter
    Deng, JP
    Bouchard, M
    Yeap, T
    2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 1121 - 1124
  • [35] Subband Spectral-Subtraction Speech Enhancement Based on the DFT Modulated Filter Banks
    Cai, Yu
    Hou, Chaohuan
    PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 571 - 574
  • [36] Modulation Domain Spectral Subtraction for Speech Enhancement
    Paliwal, Kuldip
    Schwerin, Belinda
    Wojcicki, Kamil
    INTERSPEECH 2009: 10TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2009, VOLS 1-5, 2009, : 1343 - 1346
  • [37] A spatial procedure to spectral subtraction for speech enhancement
    Thimmaraja Yadava G
    Nagaraja B G
    Jayanna H S
    Multimedia Tools and Applications, 2022, 81 : 23633 - 23647
  • [38] Supplementary schemes to spectral subtraction for speech enhancement
    Hu, HT
    Kuo, FJ
    Wang, HJ
    SPEECH COMMUNICATION, 2002, 36 (3-4) : 205 - 218
  • [39] A spatial procedure to spectral subtraction for speech enhancement
    Yadava, Thimmaraja G.
    Nagaraja, B. G.
    Jayanna, H. S.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (17) : 23633 - 23647
  • [40] Tamil Speech Enhancement Using Non-Linear Spectral Subtraction
    Prabhakaran, G.
    Indra, J.
    Kasthuri, N.
    2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,
12345