Multi-model approach for noisy speech recognition

被引:1
|
作者
Guan, CT [1 ]
Leung, SH [1 ]
Lau, WH [1 ]
机构
[1] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
关键词
D O I
10.1049/el:19980042
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
A multi-model approach for noisy speech recognition is proposed. This approach comprises an SVD-based preprocessing front-end, and a multi-model HMM recognition structure. It can provide a high recognition rate over a large range of SNRs for speech recognition in wide-band additive noise.
引用
收藏
页码:30 / 32
页数:3
相关论文
共 50 条
  • [1] Multi-model approach for noisy speech recognition
    [J]. Electron Lett, 1 (30-32):
  • [2] Data-driven Jacobian adaptation in a multi-model structure for noisy speech recognition
    Chung, Yong-Joo
    Bae, Keun-Sung
    [J]. Pattern Recognition and Image Analysis, Pt 2, Proceedings, 2007, 4478 : 452 - 459
  • [3] Improving speech recognition performance by using multi-model approaches
    Ming, J
    Hanna, P
    Stewart, D
    Owens, M
    Smith, FJ
    [J]. ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI, 1999, : 161 - 164
  • [4] Multi-stream acoustic model adaptation for noisy speech recognition
    Tamura, Satoshi
    Hayamizu, Satoru
    [J]. 2012 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2012,
  • [5] A new robust telephone speech recognition algorithm with the multi-model structures
    Liu, J
    Pan, SX
    Wang, ZY
    Xia, SH
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2000, 9 (02) : 169 - 174
  • [6] Multi-band speech recognition in noisy environments
    Okawa, S
    Bocchieri, E
    Potamianos, A
    [J]. PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 641 - 644
  • [7] SPEECH RECOGNITION WITH NO SPEECH OR WITH NOISY SPEECH
    Krishna, Gautam
    Co Tran
    Yu, Jianguo
    Tewfik, Ahmed H.
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 1090 - 1094
  • [8] Multi-model approach to model selection
    Stoica, P
    Selén, Y
    Jian, L
    [J]. DIGITAL SIGNAL PROCESSING, 2004, 14 (05) : 399 - 412
  • [9] Model compensation approach based on nonuniform spectral compression features for noisy speech recognition
    Ning, Geng-Xin
    Wei, Gang
    Chu, Kam-Keung
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2007, 2007 (1)
  • [10] Model Compensation Approach Based on Nonuniform Spectral Compression Features for Noisy Speech Recognition
    Geng-Xin Ning
    Gang Wei
    Kam-Keung Chu
    [J]. EURASIP Journal on Advances in Signal Processing, 2007