THAI TONE RECOGNITION USING ANT COLONY ALGORITHM

被引：2
|
作者：
Predawan, Saritchai [1 ]
Kimpan, Chom [1 ]
Wutiwiwatchai, Chai [2 ]
机构：
[1] Rangsit Univ, Fac Informat Technol, Phaholyothin Rd, Pathum Thani 12000, Thailand
[2] Minist Sci & Technol, Natl Elect & Comp Technol Ctr, Pathum Thani 12120, Thailand
来源：
2009 INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND ENGINEERING, PROCEEDINGS | 2009年
关键词：
Thai Tone Recognition; Ant-Miner Algorithm; Fundamental Frequency (F0);
D O I：
10.1109/ICIME.2009.49
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a monosyllabic Thai tone recognition system, which is based on the Ant-Miner algorithm. The system is composed of three main processes, fundamental frequency (F0) extraction from input speech signal, analysis of F0 contour for feature extraction, In the F0 feature extraction, the polynomial regression functions are employed to fit the segmented F0 curve where its coefficients are used as a feature vector [8]. In tone recognition, we used the Ant-Miner classifier to classify a tone by assuming that the feature is features vector. The hypothetical words used in this paper are composed of numerical words and monosyllabic Thai words. The experimental results show that by using the system as a speaker-dependent system, the maximum recognition rate is 96.20%
引用
收藏
页码：181 / +
页数：2
相关论文
共 50 条
  • [1] Monosyllabic Thai Tone Recognition Using Ant-Miner Algorithm
    Predawan, Saritchai
    Kimpan, Chom
    Wutiwiwatchai, Chai
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2009, 9 (01): : 227 - 235
  • [2] Thai Succession and Family Law Ontology Building Using Ant Colony Algorithm
    Boonchom, Vi-sit
    Soonthornphisaj, Nuanwan
    NEW FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2010, 6284 : 19 - 32
  • [3] Thai Monosyllabic Words Recognition using Ant-Miner Algorithm
    Predawan, Saritchai
    Kimpan, Chom
    Wutiwiwatchai, Chai
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2013, 10 (04) : 405 - 412
  • [4] Tone recognition for Thai
    Tungthangthum, A
    APCCAS '98 - IEEE ASIA-PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS: MICROELECTRONICS AND INTEGRATING SYSTEMS, 1998, : 157 - 160
  • [5] Tone recognition for Thai
    Asian Univ of Science and Technology, Pattaya City, Thailand
    IEEE Asia Pac Conf Circuits Syst Proc, (157-160):
  • [6] Using Ant's Colony Algorithm for Improved Segmentation for Number Plate Recognition
    Dewan, Sanchay
    Bajaj, Shreyansh
    Prakash, Shantanu
    2015 IEEE/ACIS 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2015, : 313 - 318
  • [7] Design of a Pattern Recognition System by Using Hybrid Fuzzy-Ant Colony Algorithm
    Guo, Nai Ren
    INTERNATIONAL JOINT CONFERENCE ON APPLIED MATHEMATICS, STATISTICS AND PUBLIC ADMINISTRATION (AMSPA 2014), 2014, : 212 - 216
  • [8] Recognition of practical English speech emotion using improved Quantum Ant Colony Algorithm
    Du, Lihui
    Li, Yueguang
    PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON COMPUTERS & INFORMATICS, 2015, 13 : 2192 - 2199
  • [9] A Method of Image Recognition Based on Improvement Ant Colony Algorithm
    Sun, Baoshan
    Wan, Zhenkai
    ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 3728 - 3731
  • [10] A new approach for modulation recognition based on ant colony algorithm
    Liu Shu
    Wang Hongyuan
    SECOND INTERNATIONAL CONFERENCE ON SPACE INFORMATION TECHNOLOGY, PTS 1-3, 2007, 6795
12345