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

页码：181 / +

页数：2

共 50 条

[31] Improve Basic Sequential Algorithm Scheme using Ant Colony Algorithm
Ashour, Wesam M.
Muqat, Riham Z.
AlQazzaz, Alaaeddin B.
AbdElnabi, Saeb R.
2019 IEEE 7TH PALESTINIAN INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (PICECE), 2019,
[32] An ant colony genetic algorithm
Shao, XW
Shao, CS
Zhao, CG
ECAI 2004: 16TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 110 : 1113 - 1114
[33] Survey of ant colony algorithm
Ren Wei-jian
Chen Jian-ling
Han Dong
Wang Feng-yu
PROCEEDINGS OF THE 2007 CHINESE CONTROL AND DECISION CONFERENCE, 2007, : 357 - 362
[34] An Improved Ant Colony Algorithm
Zhang Xin
Zhou Yu-zhong
Fang Ping
2008 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND INFORMATION TECHNOLOGY, PROCEEDINGS, 2008, : 98 - 100
[35] Continuous Ant Colony Algorithm
Gao, Wei
ADVANCED DESIGN TECHNOLOGY, PTS 1-3, 2011, 308-310 : 1008 - 1011
[36] An Ant Colony verification algorithm
Rebiha, Rachid
Ciampaglia, Giovanni L.
PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2007, : 901 - 906
[37] An ant colony clustering algorithm
Zao, Bao-Jiang
PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3933 - 3938
[38] A New Fast Ant Colony Optimization Algorithm: The Saltatory Evolution Ant Colony Optimization Algorithm
Li, Shugang
Wei, Yanfang
Liu, Xin
Zhu, He
Yu, Zhaoxu
MATHEMATICS, 2022, 10 (06)
[39] Improving Thai spelling recognition with tone features
Pisarn, Chutima
Theeramunkong, Thanaruk
ADVANCES IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS, 2006, 4139 : 388 - 398
[40] A Star Recognition Method Based on the Adaptive Ant Colony Algorithm for Star Sensors
Quan, Wei
Fang, Jiancheng
SENSORS, 2010, 10 (03) : 1955 - 1966

← 1 2 3 4 5 →