A PATTERN RECOGNITION APPROACH FOR TONE CLASSIFICATION OF ISOLATED SYLLABLE IN PUTONGHUA-中国期刊网

摘要 Inthispaper,anewapproachofpatternrecognitionfortoneclassificationofPutonghuaWhichisim-portantforspeechrecognitionofPutonghuaisdiscribed.Inthismethod,fourparametersofthefundamen-talfrequencytrajectoryareselectedbasedonalargenumberofstatisticalexperiments.ItisassumedthatthefourparameterssatisfymultidimensionalGaussiondistributionandanon-Euclideandistancefunctionforeachtoneclassisderivedaccordingtotheruleofminimumprobabilityofcalssificationerror.theoptimaldecisionresultsareobtainedinasenseofstatistics.Itisprovedthatthismethodprovidesverysatisfactoryresultsbytheexperimentsforspeaker-independenttoneclassificationofPutonghua.

1HUANG Hao ZHU Jie. Tone model integration based on discriminative weight training for Putonghua speech recognition.声学,2008-03.
2. A multi-target approach for isolated word recognition using artificial neural network.声学,1994-02.
3G.J.Molina;Y.M.Haddad. ON THE IDENTIFICATION OF RESIDUAL IMPACT PROPERTIES OF MATERIALS BY ACOUSTO-ULTRASONICS——A PATTERN RECOGNITION APPROACH.力学,1995-01.
4. mandarin chinese tone recognition with an artificial neural network.耳鼻咽喉科,2006-01.
5HUANG Hao;LI Bing-hu. Automatic context induction for tone model integration in mandarin speech recognition.通信与信息系统,2012-01.
6Ruihong Zhang;Dewen Jin;Rencheng Wang;Jichuan Zhang(Department of Precision Instruments,Tsinghua University,Beijing 100084,PR China)Tel:62785591,E-mail:zhangrh post.tsinghua.edu.cn. Walking Pattern Recognition by Feature Vector of EMG.生物医学工程,1998-03.
7ZHANG Xiao-dong CHENG Zhi-qiang LI De-jun. Pattern Recognition of EEG Signals and Applications in Robotics.生物医学工程,2006-04.
8Jia-WeiHan;JianPei;Xi-FengYan. From Sequential Pattern Mining to Structured Pattern Mining： A Pattern-Growth Approach.计算机科学与技术,2004-03.
9. THEORY ON THE DIAGNOSABILITY OF THE FAULT CLASSIFICATION APPROACH.物理电子学,1996-03.
10郑方;武健;等. Improving the Syllable—Synchronous Network Search Algorithm for Word Decoding in Continuous Chinese Speech Recognition.计算机科学与技术,2000-05.

A PATTERN RECOGNITION APPROACH FOR TONE CLASSIFICATION OF ISOLATED SYLLABLE IN PUTONGHUA

来源期刊

相关推荐

同分类资源更多

相关关键词

A PATTERN RECOGNITION APPROACH FOR TONE CLASSIFICATION OF ISOLATED SYLLABLE IN PUTONGHUA

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多