A KIND OF HYBRID LANGUAGE MODEL EMPLOYED IN POST PROCESSING OF CHINESE SPEECH RECOGNITION

被引:0
|
作者
Mei Yong Xu Bingzheng Wang Qunsheng(Dept. of Radio Engineering
机构
基金
美国国家科学基金会;
关键词
Trigram model; Tripos model; Combined model; Perplexity; Robustness;
D O I
暂无
中图分类号
TP391.9 [计算机仿真];
学科分类号
080203 ;
摘要
A kind of Chinese combined language model, that takes into account POS(part of speech) information in a trigram-based statistical language model, is presented in the paper. The theoretical analysis and experiments all show that the model not only is lower than trigram model in PP(perplexity), but also is superior to trigram model in dependence on testing text domain.
引用
收藏
页码:221 / 225
页数:5
相关论文
共 50 条
  • [31] LANGUAGE MODEL VERBALIZATION FOR AUTOMATIC SPEECH RECOGNITION
    Sak, Hasim
    Beaufays, Francoise
    Nakajima, Kaisuke
    Allauzen, Cyril
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 8262 - 8266
  • [32] Cross-language speech emotion recognition in German and Chinese
    School of Information Science and Engineering, Southeast University, No. 2, Si Pai Lou, Nanjing 210096, China
    不详
    不详
    Huang, C. (Huang.Chengwei1@gmail.com), 2012, ICIC Express Letters Office, Tokai University, Kumamoto Campus, 9-1-1, Toroku, Kumamoto, 862-8652, Japan (06):
  • [33] Cross-language speech emotion recognition in German and Chinese
    Huang, Chengwei
    Han, Dong
    Bao, Yongqiang
    Yu, Hua
    Zhao, Li
    ICIC Express Letters, 2012, 6 (08): : 2141 - 2146
  • [34] Smart Speech Recognition System for Chinese Language Learning Enhancement
    Hu, Lijun
    Jia, Jing
    SCIENTIFIC PROGRAMMING, 2022, 2022
  • [35] Construction and Evaluations of an Annotated Chinese Conversational Corpus in Travel Domain for the Language Model of Speech Recognition
    Hu, Xinhui
    Isotani, Ryosuke
    Kawai, Hisashi
    Nakamura, Satoshi
    11TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2010 (INTERSPEECH 2010), VOLS 3 AND 4, 2010, : 1910 - 1913
  • [36] Continuous Mandarin speech recognition for Chinese language with large vocabulary based on segmental probability model
    Shen, JL
    IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 1998, 145 (05): : 309 - 315
  • [37] Spoken language recognition -: A step toward multilinguality in speech processing
    Navrátil, J
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2001, 9 (06): : 678 - 685
  • [38] Automated Handwriting Recognition and Speech Synthesizer for Indigenous Language Processing
    Alqaralleh, Bassam A. Y.
    Aldhaban, Fahad
    A-Matarneh, Feras Mohammed
    AlQaralleh, Esam A.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 72 (02): : 3913 - 3927
  • [40] Deep learning: from speech recognition to language and multimodal processing
    Deng, Li
    APSIPA TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING, 2016, 5