課程資訊
課程名稱
電腦對局理論
Computer Gaming Theory 
開課學期
101-1 
授課對象
電機資訊學院  資訊工程學研究所  
授課教師
徐讚昇 
課號
CSIE5138 
課程識別碼
922 U3650 
班次
 
學分
全/半年
半年 
必/選修
選修 
上課時間
星期四6,7,8(13:20~16:20) 
上課地點
資110 
備註
限學士班三年級以上
總人數上限:50人 
 
課程簡介影片
 
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課程概述

THIS IS A FIRST COURSE ON COMPUTER PROCESSING OF SPEECH SIGNALS FOR UNDERGRADUATE STUDENTS IN ELECTRICAL ENGINEERING AND COMPUTER SCIENCE. BOTH THEORETICAL ISSUES AND PRACTICAL PROBLEMS WILL BE DISCUSSED, AND BOTH FUNDAMENTAL CONCEPTS AND RESEARCH TOPICS WILL BE EMPHASIZED. THE VIEWPOINTS WILL BE CENTRALIZED ON THE VISION OF SPOKEN LANGUAGE PROCESSING UNDER-NETWORK ENVIRONMENT.
PART I: FUNDAMENTAL TOPICS
1.INTRODUCTION
2.BASIC CONCEPTS IN SPEECH RECOGNITION
3.RESEARCH ROADMAP IN THIS AREA
4.MORE ABOUT HIDDEN MARKOV MODELS (HMM)
5.ACOUSTIC MODELING
6.LANGUAGE MODELING
7.SPEECH SIGNALS AND FRONT-END PROCESSING
8.LINGUISTIC DECODING AND SEARCH ALGORITHM
PART II: RESEARCH TOPICS
1.SPEAKER VARIABILITIES: ADAPTATION AND RECOGNITION
2.LATENT SEMANTIC ANALYSIS FOR LINGUISTIC PROCESSING
3.VOICE-BASED INFORMATION RETRIEVAL
4.ROBUSTNESS FOR ACOUSTIC ENVIRONMENT
5.SPOKEN DOCUMENT UNDERSTANDING AND ORGANIZATION
6.SOME FUNDAMENTAL PROBLEM-SOLVING APPROACHES
7.KEYWORD SPOTTING AND UTTERANCE VERIFICATION
8.SPOKEN DIALOGUES
9. DISTRIBUTED SPEECH RECOGNITION AND WIRELESS ENVIRONMENT 

課程目標
 
課程要求
 
預期每週課後學習時數
 
Office Hours
 
參考書目
1.X. HUANG, A. ACERO, H. HON, “SPOKEN LANGUAGE PROCESSING”, PRENTICE HALL, 2001,松瑞
2.C. BECCHETTI, L. PRINA RICOTTI, “SPEECH RECOGNITION- THEORY AND C++ IMPLEMENTATION”, JOHY WILEY AND SONS, 1999, 民全
3.L. RABINER, B.H. JUANG, “FUNDAMENTALS OF SPEECH RECOGNITION”, PRENTICE HALL, 1993, 民全
4.F. JELINEK, “STATISTICAL METHODS FOR SPEECH RECOGNITION”, MIT PRESS, 1999 
指定閱讀
 
評量方式
(僅供參考)
   
課程進度
週次
日期
單元主題
無資料