Robust noise suppression methods in speech recognition

被引:0
|
作者
Cui, Yi
Zhang, Dong
Shi, Liangping
Chen, Liyuan
机构
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Experiment shows that speech recognition system with high recognition rate in laboratory environment will greatly decreased in practical field. This severally restricted the use of speech recognition techniques. We carried out a serials of experiments and studies in the parcel sorting workstation, and proposed robust noise suppression methods which revealed encouraging results in the practical field. The experimental data are given.
引用
收藏
页码:10 / 14
相关论文
共 50 条
  • [1] Robust estimation methods for impulsive noise suppression in speech
    Gandhi, MA
    Ledoux, C
    Mili, L
    2005 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), VOLS 1 AND 2, 2005, : 755 - 760
  • [2] Noise Suppression based on nonnegative matrix factorization for robust speech recognition
    Fan, Hao-teng
    Lin, Pao-han
    Hung, Jeih-weih
    2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE, ELECTRONICS AND ELECTRICAL ENGINEERING (ISEEE), VOLS 1-3, 2014, : 1731 - +
  • [3] COMPARISON OF NOISE ROBUST METHODS IN LARGE VOCABULARY SPEECH RECOGNITION
    Keronen, Sami
    Remes, Ulpu
    Palomaki, Kalle J.
    Virtanen, Tuomas
    Kurimo, Mikko
    18TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO-2010), 2010, : 1973 - 1977
  • [4] Deep Q-network-based noise suppression for robust speech recognition
    Park, Tae-Jun
    Chang, Joon-Hyuk
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2021, 29 (05) : 2362 - 2373
  • [5] Noise suppression based on auditory-like filters for robust speech recognition
    Zhao, JH
    Xie, X
    Kuang, JM
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 560 - 563
  • [6] Deep Q-network-based noise suppression for robust speech recognition
    Park T.-J.
    Chang J.-H.
    Turkish Journal of Electrical Engineering and Computer Sciences, 2021, 25 (09) : 2362 - 2373
  • [7] Joint Uncertainty Decoding With Predictive Methods for Noise Robust Speech Recognition
    Xu, Haitian
    Gales, Mark J. F.
    Chin, K. K.
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2011, 19 (06): : 1665 - 1676
  • [8] Noisy Speech Recognition Based on Selection of Multiple Noise Suppression Methods Using Noise GMMs
    Kitaoka, Norihide
    Hamaguchi, Souta
    Nakagawa, Seiichi
    INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5, 2006, : 2566 - 2569
  • [9] Noise suppression based on wavelet packet decomposition and quantile noise estimation for robust automatic speech recognition
    Rank, Erhard
    Van Pham, Tuan
    Kubin, Gernot
    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13, 2006, : 477 - 480
  • [10] Noise suppression based on neurophysiologically-motivated SNR estimation for robust speech recognition
    Tchorz, J
    Kleinschmidt, M
    Kollmeier, B
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 13, 2001, 13 : 821 - 827