A generic approach for the Vietnamese handwritten and speech recognition problems

被引:0
|
作者
Quan, VH
Trung, PN
Ha, NDH
Tin, LT
Kiem, H
Nguyen, AH
机构
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
In this paper, we propose an approach based on HMM and linguistics for the Vietnamese recognition problem, including handwritten and speech recognition. The main contribution is that our method could be used to model all Vietnamese isolated words by a small number of HMMs. The method is not only used for handwritten recognition but also for speech recognition. Furthermore, it could be integrated with language models to improve the accuracy. Experimental results show that our approach is robust and considerable.
引用
收藏
页码:47 / 56
页数:10
相关论文
共 50 条
  • [1] A robust method for the Vietnamese handwritten and speech recognition
    Quan, VH
    Trung, PN
    Nguyen, DHH
    [J]. 16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL III, PROCEEDINGS, 2002, : 732 - 735
  • [2] A Novel Approach for Vietnamese Handwritten Text Recognition
    Duong, Viet Hang
    Nguyen, Hung Tuan
    Nakagawa, Masaki
    Pham, The Bao
    [J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2023, 57 (05) : 534 - 541
  • [3] A Novel Approach for Vietnamese Handwritten Text Recognition
    Hung Tuan Viet Hang Duong
    Masaki Nguyen
    [J]. Automatic Control and Computer Sciences, 2023, 57 : 534 - 541
  • [4] Vietnamese automatic speech recognition: The FLaVoR approach
    Vu, Quan
    Demuynck, Kris
    Van Compernolle, Dirk
    [J]. CHINESE SPOKEN LANGUAGE PROCESSING, PROCEEDINGS, 2006, 4274 : 464 - +
  • [5] A Novel Approach for Vietnamese Speech Recognition Using Conformer
    Tuan, Nguyen Van Anh
    Hoa, Nguyen Thi Thanh
    Dat, Nguyen Thanh
    Tuan, Pham Minh
    Truong, Dao Duy
    Phuc, Dang Thi
    [J]. FUTURE DATA AND SECURITY ENGINEERING. BIG DATA, SECURITY AND PRIVACY, SMART CITY AND INDUSTRY 4.0 APPLICATIONS, FDSE 2022, 2022, 1688 : 723 - 730
  • [6] An efficient model for isolated Vietnamese handwritten recognition
    Phuong, Pham Anh
    Tao, Ngo Quoc
    Mai, Luong Chi
    [J]. 2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, : 358 - +
  • [7] Online continues Vietnamese handwritten character recognition based on microsoft handwritten character recognition library
    Tao, Ngo Quoc
    Van Hung, Pham
    [J]. 2006 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS, 2006, : 2024 - +
  • [8] A Novel Approach in Continuous Speech Recognition for Vietnamese, an isolating tonal language
    Nguyen Hong Quang
    Nocera, Pascal
    Castelli, Eric
    Trinh Van Loan
    [J]. INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, : 1149 - +
  • [9] A generic method for structure recognition of handwritten mail documents
    Lemaitre, Aurelie
    Camillerapp, Jean
    Couasnon, Bertrand
    [J]. DOCUMENT RECOGNITION AND RETRIEVAL XV, 2008, 6815
  • [10] Towards a Generic Approach for Automatic Speech Recognition Error Detection and Classification
    Errattahi, Rahhal
    El Hannani, Asmaa
    Hain, Thomas
    Ouahmane, Hassan
    [J]. 2018 4TH INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP), 2018,