A perceptual approach for noise reduction using nonlinear spectral subtraction

被引:0
|
作者
Udrea, Radu M. [1 ]
Vizireanu, Dragos N. [1 ]
Pirnog, Ionut [1 ]
机构
[1] Univ Politehn Bucuresti, Fac Elect Telecommun & Informat Technol, Iuliu Maniu 1-3, Bucharest 061071, Romania
关键词
speech enhancement; spectral subtraction;
D O I
暂无
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 over-subtraction 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.
引用
收藏
页码:649 / +
页数:2
相关论文
共 50 条
  • [41] Using spectral subtraction for suppression of noise in speech signals with analog integrated circuits
    Gruden, S
    Zajc, B
    [J]. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 1999, 18 (2-3) : 195 - 207
  • [42] Noise reduction for flows using nonlinear constraints
    Urbanowicz, K
    Holyst, JA
    [J]. ACTA PHYSICA POLONICA B, 2005, 36 (09): : 2805 - 2820
  • [43] Nonlinear noise reduction using reference data
    Sternickel, K
    Effern, A
    Lehnertz, K
    Schreiber, T
    David, P
    [J]. PHYSICAL REVIEW E, 2001, 63 (03): : 362091 - 362094
  • [44] Suppression of noise in modulation frequency range of interferometer using spectral subtraction method
    Wei, Dong
    Nagata, Yusuke
    Aketagawa, Masato
    [J]. OPTICS COMMUNICATIONS, 2020, 475
  • [45] Noise reduction using nonlinear optimization modeling
    Waly, SM
    Sarker, BR
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1998, 35 (1-2) : 327 - 330
  • [46] Improving performance of spectral subtraction in speech recognition using a model for additive noise
    Yoma, NB
    McInnes, FR
    Jack, MA
    [J]. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1998, 6 (06): : 579 - 582
  • [47] Multi-band bark scale spectral over-subtraction for colored noise reduction
    Udrea, RM
    Ciochina, S
    Vizireanu, DN
    [J]. ISSCS 2005: International Symposium on Signals, Circuits and Systems, Vols 1 and 2, Proceedings, 2005, : 311 - 314
  • [48] A MODIFIED SPECTRAL SUBTRACTION ALGORITHM FOR REAL-TIME NOISE REDUCTION APPLIED TO GUNSHOT ACOUSTICS
    Ramos, Antonio L. L.
    Holm, Sverre
    Gudvangen, Sigmund
    Otterlet, Ragnvald
    [J]. 2012 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS (ICSES), 2012,
  • [49] Nonstationary noise estimation using low-frequency regions for spectral subtraction
    Yamashita, K
    Shimamura, T
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (06) : 465 - 468
  • [50] Configurable Digital Hearing Aid System with Reduction of Noise for Speech Enhancement Using Spectral Subtraction Method and Frequency Dependent Amplification
    Saha, Biswajit
    Khan, Shakil
    Shahnaz, Celia
    Fattah, Shaikh Anowarul
    Islam, Mohammad Tariqul
    Khan, Asir Intisar
    [J]. PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 0735 - 0740