Robust model based methods for speech enhancement

被引：0
|
作者：
Einicke, GA [1 ]
White, LB [1 ]
机构：
[1] CSIRO, Kenmore, Qld 4069, Australia
来源：
IEEE TENCON'97 - IEEE REGIONAL 10 ANNUAL CONFERENCE, PROCEEDINGS, VOLS 1 AND 2: SPEECH AND IMAGE TECHNOLOGIES FOR COMPUTING AND TELECOMMUNICATIONS | 1997年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper compares the performance of Kalman filter and hidden Markov model approaches for the recovery of speech from FM signals within impulsive noise environments. Two applications of speech recovery are investigated, namely within demodulation and post demodulation. Simulation studies are presented which illustrate the best case and worst case performance trends.
引用
收藏
页码：471 / 474
页数：4
相关论文
共 50 条
  • [1] A Noise Robust Speech Recognition Method Using Model Compensation Based on Speech Enhancement
    Shen, Guanghu
    Jung, Ho-Youl
    Chung, Hyun-Yeol
    JOURNAL OF THE ACOUSTICAL SOCIETY OF KOREA, 2008, 27 (04): : 191 - 199
  • [2] Comparative Evaluation of Speech Enhancement Methods for Robust Automatic Speech Recognition
    Paliwal, Kuldip K.
    Lyons, James G.
    So, Stephen
    Stark, Anthony P.
    Wojcicki, Kamil K.
    2010 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS), 2010,
  • [3] REINFORCEMENT LEARNING BASED SPEECH ENHANCEMENT FOR ROBUST SPEECH RECOGNITION
    Shen, Yih-Liang
    Huang, Chao-Yuan
    Wang, Syu-Siang
    Tsao, Yu
    Wang, Hsin-Min
    Chi, Tai-Shih
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 6750 - 6754
  • [4] Improved modulation spectrum enhancement methods for robust speech recognition
    Hung, Jeih-weih
    Tu, Wen-hsiang
    Lai, Chien-chou
    SIGNAL PROCESSING, 2012, 92 (11) : 2791 - 2814
  • [5] A Statistical Model-Based Speech Enhancement Using Acoustic Noise Classification for Robust Speech Communication
    Choi, Jae-Hun
    Chang, Joon-Hyuk
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2012, E95B (07) : 2513 - 2516
  • [6] A ROBUST AUDIO-VISUAL SPEECH ENHANCEMENT MODEL
    Wang, Wupeng
    Xing, Chao
    Wang, Dong
    Chen, Xiao
    Sun, Fengyu
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 7529 - 7533
  • [7] A Robust Speech Enhancement Method Based on Microphone Array
    Zhang, Qiquan
    Wang, Mingjiang
    Zhang, Lu
    2017 17TH IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT 2017), 2017, : 1673 - 1678
  • [8] Robust multichannel speech enhancement method based on decorrelation
    Low, SY
    Nordholm, S
    2005 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS, 2005, : 2875 - 2878
  • [9] SPEECH ENHANCEMENT BASED ON A SINUSOIDAL MODEL
    KATES, JM
    JOURNAL OF SPEECH AND HEARING RESEARCH, 1994, 37 (02): : 449 - 464
  • [10] Double Adversarial Network based Monaural Speech Enhancement for Robust Speech Recognition
    Du, Zhihao
    Han, Jiqing
    Zhang, Xueliang
    INTERSPEECH 2020, 2020, : 309 - 313
12345