Pronunciation Variation Modeling for Mandarin with Accent

被引:0
|
作者
Zhang Chi [1 ]
Wu Ji [1 ]
Xiao Xi [1 ]
Wang Zuoying [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
关键词
speech recognition; accent; pronunciation variation Mode;
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
In order to solve the problem of the performance decrease when state-of-art automatic speech recognition (ASR) system facing accent speech, we propose the Pronunciation Variation Model (PVM). Two approaches are proposed to construct the PVM in this paper. 6.38% and 7.78% relative error rate reduction is achieved for Shanghai and Wuhan accent mandarin, respectively. The experiment on these two typical accent mandarin shows it is a possible way to deal with accent speech.
引用
收藏
页码:709 / 712
页数:4
相关论文
共 50 条
  • [1] Mandarin accent adaptation based on context-independent/context-dependent pronunciation modeling
    Liu, MK
    Xu, B
    Huang, TY
    Deng, YG
    Li, CR
    [J]. 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 1025 - 1028
  • [2] Automatic Mandarin Pronunciation Scoring for Native Learners with Dialect Accent
    Wei, Si
    Liu, Qing-Sheng
    Hu, Yu
    Wang, Ren-Hua
    [J]. INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5, 2006, : 1383 - 1386
  • [3] Mandarin pronunciation modeling based on CASS corpus
    Zheng, F
    Song, ZJ
    Fung, P
    Byrne, W
    [J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2002, 17 (03) : 249 - 263
  • [4] Pronunciation Modeling for Spontaneous Mandarin Speech Recognition
    Yi Liu
    Pascale Fung
    [J]. International Journal of Speech Technology, 2004, 7 (2-3) : 155 - 172
  • [5] Mandarin pronunciation modeling based on CASS corpus
    Fang Zheng
    Zhanjiang Song
    Pascale Fung
    Byrne William
    [J]. Journal of Computer Science and Technology, 2002, 17 : 249 - 263
  • [6] Second language speech/pronunciation: Acquisition, instruction, standards, variation, and accent
    Morley, J
    [J]. LINGUISTICS, LANGUAGE ACQUISITION, AND LANGUAGE VARIATION: CURRENT TRENDS AND FUTURE PROSPECTS, 1996, : 140 - 160
  • [7] Modeling partial pronunciation variations for spontaneous Mandarin speech recognition
    Liu, Y
    Fung, P
    [J]. COMPUTER SPEECH AND LANGUAGE, 2003, 17 (04): : 357 - 379
  • [8] Acoustic Modeling in Mandarin Speech Recognition of Minority Accent in Yunnan
    Wu Peishan
    Yang Jian
    [J]. PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 4, 2008, : 526 - 530
  • [9] QUANTITY AND ACCENT IN THE PRONUNCIATION OF LATIN
    不详
    [J]. EDUCATION, 1914, 35 (02): : 126 - 126
  • [10] Multi-pronunciation dictionary based Uyghur accent modeling for speech recognition
    Yang, Yating
    Ma, Bo
    Wang, Lei
    Osman, Turghun
    Li, Xiao
    [J]. Qinghua Daxue Xuebao/Journal of Tsinghua University, 2011, 51 (09): : 1303 - 1306