Extension of the signal subspace speech enhancement approach to colored noise

被引：73
|
作者：
Lev-Ari, H [1 ]
Ephraim, Y
机构：
[1] Northeastern Univ, Dept Elect & Comp Engn, Boston, MA 02115 USA
[2] George Mason Univ, Dept Elect & Comp Engn, Fairfax, VA 22030 USA
来源：
IEEE SIGNAL PROCESSING LETTERS | 2003年 / 10卷 / 04期
关键词：
colored noise; signal subspace; speech enhancement;
D O I：
10.1109/LSP.2003.808544
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：
The signal subspace approach for speech enhancement is extended to colored-noise processes. Explicit forms for the linear time-domain- and spectral-domain-constrained estimators are presented. These estimators minimize the average signal distortion power for given constraints on the residual noise power in the time and spectral domains, respectively. Equivalent implementations of the two estimators using the whitening approach are described.
引用
收藏
页码：104 / 106
页数：3
相关论文
共 50 条
  • [1] A perceptual signal subspace approach for speech enhancement in colored noise
    Jabloun, F
    Champagne, B
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 569 - 572
  • [2] Extension of the local subspace method to enhancement of speech with colored noise
    Sun, Junfeng
    Zhang, Jie
    Small, Michael
    [J]. SIGNAL PROCESSING, 2008, 88 (07) : 1881 - 1888
  • [3] Oblique Projection and Cepstral Subtraction in Signal Subspace Speech Enhancement for Colored Noise Reduction
    Surendran, Sudeep
    Kumar, T. Kishore
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (12) : 2328 - 2340
  • [4] An energy-constrained signal subspace method for speech enhancement and recognition in colored noise
    Huang, J
    Zhao, YX
    [J]. PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 377 - 380
  • [5] A SIGNAL SUBSPACE APPROACH FOR SPEECH ENHANCEMENT
    EPHRAIM, Y
    VANTREES, HL
    [J]. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1995, 3 (04): : 251 - 266
  • [6] A subspace approach for enhancing speech corrupted by colored noise
    Hu, Y
    Loizou, PC
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 573 - 576
  • [7] A subspace approach for enhancing speech corrupted by colored noise
    Hu, Y
    Loizou, PC
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2002, 9 (07) : 204 - 206
  • [8] Signal subspace speech enhancement for audible noise reduction
    You, CH
    Koh, SN
    Rahardja, S
    [J]. 2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 145 - 148
  • [9] A generalized subspace approach for enhancing speech corrupted by colored noise
    Hu, Y
    Loizou, PC
    [J]. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2003, 11 (04): : 334 - 341
  • [10] Speech enhancement approach based on signal subspace with multi-input in impulsive noise
    College of Communication Engineering, Jilin University, Changchun 130012, China
    [J]. Jilin Daxue Xuebao (Gongxueban), 2007, 2 (453-457):
12345