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 4 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 Monosyllabic Words Recognition using Ant-Miner Algorithm
Predawan, Saritchai
Kimpan, Chom
Wutiwiwatchai, Chai
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2013, 10 (04) : 405 - 412
[3] Off-Line Hand Written Thai Character Recognition using Ant-Miner Algorithm
Phokharatkul, P.
Sankhuangaw, K.
Somkuarnpanit, S.
Phaiboon, S.
Kimpan, C.
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 8, 2005, 8 : 276 - 281
[4] Predicting forest fire risk based on mining rules with ant-miner algorithm in cloud-rich areas
Zheng, Zhong
Gao, Yanghua
Yang, Qingyuan
Zou, Bin
Xu, Yongjin
Chen, Yanying
Yang, Shiqi
Wang, Yongqian
Wang, Zengwu
ECOLOGICAL INDICATORS, 2020, 118

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