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第二語言語音感知的計算機建模

第二語言語音感知的計算機建模

定 價:¥65.00

作 者: 龔箭
出版社: 江蘇大學(xué)出版社
叢編項:
標 簽: 暫缺

ISBN: 9787568412568 出版時間: 2019-12-01 包裝:
開本: 16開 頁數(shù): 194 字數(shù):  

內(nèi)容簡介

  本書是關(guān)于第二語言感知學(xué)習(xí)的英文研究專著,主要對二語輔音感知學(xué)習(xí)過程進行深入研究,并對這一過程進行計算機模擬,具體內(nèi)容包括:通過隱馬爾科夫(HMM)建模技術(shù)對輔音知覺同化進行建模;采用HMM技術(shù)對二語輔音學(xué)習(xí)過程進行計算機模擬;對二語輔音初始學(xué)習(xí)過程進行行為實驗研究;通過HMM技術(shù)對二語語音初始學(xué)習(xí)過程中的母語及二語交互影響進行計算機建模;通過機器學(xué)習(xí)技術(shù)對二語語音初始學(xué)習(xí)過程中學(xué)習(xí)者輔音空間的演變進行3D可視化建模。

作者簡介

  Gong Jian,PhD, Master student supervisor, Associate Professor at the School of Foreign Languages,Jiangsu University of Science and Technology. He obtained an MSc in Advanced Software Engineering from the University of Sheffield, UK, and a PhDin Applied Linguistics from the University of the Basque Country, Spain. His research interests include speech perception, second language acquisition,psycholinguistics, neurolinguistics, speech signal processing, and computational modelling of speech perception. He is now a council member of the Chinese Second Language Processing Association,a member of the International Speech Communication Association (ISCA), and the International Phonetic Association (IPA). He has published several papers in top journals and conferences including Speech Communication, System, Interspeech and ICPhS.He has been the Principle Investigator for several projects supported by the Humanities and Social Science Fund of the Ministry of Education of China,and the Jiangsu Social Science Fund.

圖書目錄

Chapter 1 Introduction
1.1 Motivation
1.2 Book structure
Chapter 2 Speech perception and L2 sounds acquisition
2.1 Theories of speech perception
2.1.1 Motor Theory
2.1.2 Direct Realist Theory
2.1.3 General Auditory Approach
2.2 11 influence and the theoretical models in L2 sounds acquisition
2.2.1 Perceptual Assimilation Model
2.2.2 Speech Learning Model
2.2.3 PAM-L2 Model
2.2.4 Native Language Magnet Model
2.3 Age, input and other factors in L2 sounds acquisition
2.3.1 Critical period hypothesis
2.3.2 AOL and AOA
2.3.3 LOR and exposure
2.3.4 Other individual factors
2.3.5 Dialect and regional accent influences on speech perception
……
Chapter 3 Towards a quantitative model of Mandarin Chinese perception of English consonants
Chapter 4 A computational modelling approach to the development of L2 sounds acquisition
Chapter 5 Rapid learning of foreign language sounds:An investigation into Spanish consonant acquisition by Chinese learners
Chapter 6 Computational modelling the development of Spanish consonant acquisition by Chinese listeners
Chapter 7 Consonant space modelling using Generative Topographic Mapping
Chapter 8 Summary and future directions
Appendix A Spanish consonant confusions for Chinese listeners
Appendix B Model-listener RMS distance and shape indices
Appendix C Hinton diagrams for model and listener Spanish consonant confusion matrices
Appendix D KL distances between Spanish consonants in GTM
List of Figures
List of Tables
Bibliography
Postscript

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