Power Spectral Density Error Analysis of Spectral Subtraction Type of Speech Enhancement Methods

被引:0
|
作者
Peter Händel
机构
[1] Royal Institute of Technology,Signal Processing Lab, School of Electrical Engineering
来源
EURASIP Journal on Advances in Signal Processing | / 2007卷
关键词
Spectral Density; Power Spectral Density; Performance Assessment; Power Spectral; Independent Research;
D O I
暂无
中图分类号
学科分类号
摘要
A theoretical framework for analysis of speech enhancement algorithms is introduced for performance assessment of spectral subtraction type of methods. The quality of the enhanced speech is related to physical quantities of the speech and noise (such as stationarity time and spectral flatness), as well as to design variables of the noise suppressor. The derived theoretical results are compared with the outcome of subjective listening tests as well as successful design strategies, performed by independent research groups.
引用
收藏
相关论文
共 50 条
  • [1] Power spectral density error analysis of spectral subtraction type of speech enhancement methods
    Haendel, Peter
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2007, 2007 (1)
  • [2] Modified Magnitude Spectral Subtraction Methods for Speech Enhancement
    Naik, D. C.
    Murthy, A. Sreenivasa
    Nuthakki, Ramesh
    2017 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, COMMUNICATION, COMPUTER, AND OPTIMIZATION TECHNIQUES (ICEECCOT), 2017, : 274 - 279
  • [3] CMAC spectral subtraction for speech enhancement
    Wahab, A
    Tan, EC
    Abut, H
    ISSPA 2001: SIXTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1 AND 2, PROCEEDINGS, 2001, : 707 - 710
  • [4] Adaptive noise spectral estimation for spectral subtraction speech enhancement
    Hu, H. T.
    Yu, C.
    IET SIGNAL PROCESSING, 2007, 1 (03) : 156 - 163
  • [5] SPEECH ENHANCEMENT EMPLOYING SPECTRAL SUBTRACTION AND LINEAR PREDICTIVE ANALYSIS
    CROZIER, PM
    CHEETHAM, BMG
    HOLT, C
    MUNDAY, E
    ELECTRONICS LETTERS, 1993, 29 (12) : 1094 - 1095
  • [6] 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
  • [7] Enhancement of alaryngeal speech using spectral subtraction
    Pandey, PC
    Bhandarkar, SM
    Bachher, GK
    Lehana, PK
    DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2, 2002, : 591 - 594
  • [8] 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
  • [9] Supplementary schemes to spectral subtraction for speech enhancement
    Hu, HT
    Kuo, FJ
    Wang, HJ
    SPEECH COMMUNICATION, 2002, 36 (3-4) : 205 - 218
  • [10] 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