Suppression of Residual Noise From Speech Signals Using Empirical Mode Decomposition

被引:21
|
作者
Hasan, Taufiq [1 ]
Hasan, Md. Kamrul [2 ]
机构
[1] United Int Univ, Dept Elect & Elect Engn, Dhaka, Bangladesh
[2] East West Univ, Dhaka, Bangladesh
关键词
Empirical mode decomposition; musical noise; speech enhancement;
D O I
10.1109/LSP.2008.2008452
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
This letter illustrates a novel and effective method for suppressing residual noise from enhanced speech signals as a second-stage post-filtering technique using empirical mode decomposition. The method significantly improves speech listening quality with simultaneous improvement of objective quality indices. The listening test results demonstrate the superiority of the proposed scheme compared to well-known noise suppression and perceptual filtering methods.
引用
收藏
页码:2 / 5
页数:4
相关论文
共 50 条
  • [21] Improved Empirical Mode Decomposition Using Optimal Recursive Averaging Noise Estimation for Speech Enhancement
    Asma Bouchair
    Sid Ahmed Selouani
    Abderrahmane Amrouche
    Mohammed Sidi Yakoub
    [J]. Circuits, Systems, and Signal Processing, 2022, 41 : 196 - 223
  • [22] A better decomposition of speech obtained using modified Empirical Mode Decomposition
    Sharma, Rajib
    Prasanna, S. R. Mahadeva
    [J]. DIGITAL SIGNAL PROCESSING, 2016, 58 : 26 - 39
  • [23] Epoch Estimation from Emotional Speech Signals Using Variational Mode Decomposition
    Lal, G. Jyothish
    Gopalakrishnan, E. A.
    Govind, D.
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2018, 37 (08) : 3245 - 3274
  • [24] Epoch Estimation from Emotional Speech Signals Using Variational Mode Decomposition
    G. Jyothish Lal
    E. A. Gopalakrishnan
    D. Govind
    [J]. Circuits, Systems, and Signal Processing, 2018, 37 : 3245 - 3274
  • [25] Seizure detection from EEG signals using Multivariate Empirical Mode Decomposition
    Zahra, Asmat
    Kanwal, Nadia
    Rehman, Naveed ur
    Ehsan, Shoaib
    McDonald-Maier, Klaus D.
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2017, 88 : 132 - 141
  • [26] Emotion recognition from EEG signals by using multivariate empirical mode decomposition
    Ahmet Mert
    Aydin Akan
    [J]. Pattern Analysis and Applications, 2018, 21 : 81 - 89
  • [27] Emotion recognition from EEG signals by using multivariate empirical mode decomposition
    Mert, Ahmet
    Akan, Aydin
    [J]. PATTERN ANALYSIS AND APPLICATIONS, 2018, 21 (01) : 81 - 89
  • [28] Decoding finger movements from ECoG signals using Empirical Mode Decomposition
    Hazrati, Mehrnaz Kh.
    Hofmann, Ulrich G.
    [J]. BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2012, 57 : 650 - 653
  • [29] Noise-Robust Speech Signals Processing for the Voice Control System Based on the Complementary Ensemble Empirical Mode Decomposition
    Kazanferovich, Alimuradov Alan
    Pavlovich, Churakov Pyotr
    [J]. 2015 INTERNATIONAL SIBERIAN CONFERENCE ON CONTROL AND COMMUNICATIONS (SIBCON), 2015,
  • [30] Comparative Research on Noise Reduction of Transient Electromagnetic Signals Based on Empirical Mode Decomposition and Variational Mode Decomposition
    Wei, Huiru
    Qi, Tingye
    Feng, Guorui
    Jiang, Haina
    [J]. RADIO SCIENCE, 2021, 56 (10)