Experiments in syllable-based retrieval of broadcast news speech in Mandarin Chinese

被引:16
|
作者
Wang, HM [1 ]
机构
[1] Acad Sinica, Inst Informat Sci, Taipei 115, Taiwan
关键词
spoken document retrieval; broadcast news; Mandarin Chinese; syllable lattice; speech recognition; hidden Markov Model;
D O I
10.1016/S0167-6393(00)00023-6
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Spoken document retrieval (SDR) has been extensively studied in recent years because of its potential use in navigating large multi-media collections in the near future. Considering the characteristics and monosyllabic structure of the Chinese language, the syllable-based indexing for retrieval of spoken documents in Mandarin Chinese has been investigated, and extensive experiments on retrieval of broadcast news speech collected in Taiwan were performed. This paper reports some interesting results and findings obtained in this research. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:49 / 60
页数:12
相关论文
共 50 条
  • [1] Retrieval of broadcast news speech in Mandarin Chinese collected in Taiwan using syllable-level statistical characteristics
    Chen, BL
    Wang, HM
    Lee, LS
    2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 1771 - 1774
  • [2] Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese
    Zhou, Shiyu
    Dong, Linhao
    Xu, Shuang
    Xu, Bo
    19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES, 2018, : 791 - 795
  • [3] Discriminating capabilities of syllable-based features and approaches of utilizing them for voice retrieval of speech information in Mandarin Chinese
    Chen, BL
    Wang, HM
    Lee, LS
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2002, 10 (05): : 303 - 314
  • [4] Voice retrieval of Mandarin broadcast news speech
    Chen, B
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2006, 20 (01) : 91 - 109
  • [5] Syllable-based relevance feedback techniques for Mandarin voice record retrieval using speech queries
    Lee, LS
    Bai, BR
    Chien, LF
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 1459 - 1462
  • [6] Syllable-based Chinese text/spoken document retrieval using text/speech queries
    Bai, BR
    Chen, BL
    Wang, HM
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2000, 14 (05) : 603 - 616
  • [7] The SoVideo Mandarin Chinese Broadcast News Retrieval System
    Hsin-min Wang
    Shi-sian Cheng
    Yong-cheng Chen
    International Journal of Speech Technology, 2004, 7 (2-3) : 189 - 202
  • [8] Syllable-Based Acoustic Modeling With Lattice-Free MMI for Mandarin Speech Recognition
    Li, Jie
    Fan, Zhiyun
    Wang, Xiaorui
    Li, Yan
    2021 12TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP), 2021,
  • [9] Improved syllable-based continuous Mandarin speech recognition using intersyllable boundary models
    Chiao Tung Univ, Hsinchu, Taiwan
    Electron Lett, 11 (853-854):
  • [10] Syllable-Based Acoustic Modeling with CTC for Multi-Scenarios Mandarin speech recognition
    Zhao, Yuanyuan
    Dong, Linhao
    Xu, Shuang
    Xu, Bo
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,