Speech enhancement method based on wavelet transform and Kalman filters

被引：0
|
作者：
Zhang, En-Dong [1 ]
Huang, Wen-Hao [1 ]
机构：
[1] Department of Precision Machinery and Instrument, University of Science and Technology of China, Hefei 230026, China
来源：
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence | 2009年 / 22卷 / 01期
关键词：
Bandpass filters - Gaussian noise (electronic) - Wavelet transforms - White noise - Additive noise - Signal to noise ratio - Speech enhancement;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Using Kalman filter model based on wavelet transform, an efficient speech enhancement algorithm is proposed aiming at the speech signal with additive noise. Dyadic wavelet transform, parameter estimation for Kalman filter model and the divergence of Kalman filter are analyzed in detail. The quality of the resulting enhanced speech is evaluated by means of signal to noise ratio (SNR). Simulation results indicate that the proposed method is valid under white Gaussian noise and colored noise.
引用
收藏
页码：28 / 31
相关论文
共 50 条
  • [1] A new speech enhancement method based on wavelet packet transform
    Wang, Jizeng
    Wang, Chanfei
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 4, PROCEEDINGS, 2008, : 261 - 265
  • [2] Performance analysis of the speech enhancement application with wavelet transform domain adaptive filters
    Özen Acarbay E.
    Özkurt N.
    International Journal of Speech Technology, 2023, 26 (01) : 245 - 258
  • [3] A speech enhancement method based on Kalman filtering
    SHEN Yaqiang (Zhejiang Normal Universily
    ChineseJournalofAcoustics, 1994, (03) : 231 - 237
  • [4] Oesophageal speech enhancement using Kalman filters
    Ruiz, I.
    Garcia, B.
    Mendez, A.
    Villanueva, V.
    2007 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1-3, 2007, : 667 - 670
  • [5] A Method of Image Enhancement Based on Wavelet Transform
    Hu Youbin
    Chen Baihua
    Wan Wenhui
    Liu Zhiming
    Wang Chengjian
    ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 848 - 850
  • [6] Image enhancement method based on wavelet transform
    Xu, B
    Fu, CY
    Ma, JG
    HYBRID IMAGE AND SIGNAL PROCESSING VII, 2000, 4044 : 150 - 157
  • [7] ADAPTIVE MULTIRESOLUTION SPEECH ENHANCEMENT ALGORITHM BASED ON WAVELET TRANSFORM
    Zheng Yuanjin Li Lemin Wen Maosheng (National Key Lab. of Optical Fiber Communication
    JournalofElectronics(China), 1999, (02) : 97 - 103
  • [8] Speech Enhancement Based on Wavelet Transform and Improved Subspace Decomposition
    Ben Messaoud, Mohamed Anouar
    Bouzid, Aicha
    JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2015, 63 (12): : 990 - 1000
  • [9] Dual Tree Complex Wavelet Transform Based Speech Enhancement
    Tasmaz, Haci
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 823 - 826
  • [10] Image Enhancement Method Based on Fractional Wavelet Transform
    Xu, Xiaojun
    Wang, Youren
    Yang, Guoshi
    Hu, Yanli
    2016 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2016, : 194 - 197
12345