Dr

 ECE8813
Spring 2009

Instructor:
Dr. Chin-Hui Lee

Center for Signal and Image
Processing 

School of Electrical and Computer
Engineering

Georgia Institute of Technology

Offices: Centergy One 5180 and Klaus 2123

Tel: (404) 894-7468

Fax: (404) 894-5692

Email: chl@ece.gatech.edu

Lecture Hours: TR
12:05 – 13:25

• Syllabus
  

• Class
  News
  • Check the
    update often for announcements
• Lectures
  
  • Lecture 1
    (Introduction)
    
    

  • Lecture 2
    (Probability
    Theory Fundamentals)
    

  • Lecture 3 (Information Theory and Entropy)
    

  • Lecture 4 (Optimization Theory) 
  • Lecture 5 (Linguistics Essentials)
    

  • Lecture 6 (Project Discussion)
  • Lecture 7 (Corpus-Based Work)
  • Lecture 8 (String Matching)
  • Lecture 9 (N-gram Estimation, Part I
    
    
    )
     
    
      

  • Lecture 10
    (N-gram Estimation, Part II)

  • Lecture 11 (Word
    Sense Disambiguation)

  • 
    Lecture 12 (Hidden Markov Model, Part I)

  • 
    Lecture 13 (Hidden Markov Model, Part II)

  • Lecture 14 (Part-of-Speech Tagging,
    Part I)

  • Lecture 15 (Part-of-Speech Tagging,
    Part II)

  • 
    Lecture
    16 (Latent Semantic Analysis, Part
    I)

  • 
    Lecture 17 (Latent Semantic Analysis, Part
    II)

  • 
    Lecture 18
    (Clustering)

  • Lecture 19

    (Text Categorization, Part
    I)
    

  • Lecture 20

    (Text Categorization, Part
    II)
    

  • Lecture 21
    (Information Retrieval, Part
    I)

  • Lecture 22 (Information Retrieval, Part
    II)

  • Lecture 23 (Probabilistic
    Context Free

    Grammar)
    

  • Lecture 24
    (Statistical Parsing,
    Part-I)

  • Lecture 25
    (Statistical Parsing,
    Part-II)
• Laboratory Exercises
  
  
  • Lab1
    (text_0116 assigned 1/13, due 1/27):

  • Lab2 (hw2-binormal assigned 1/29, due 2/10):
  • 
    
    Lab3 (assigned 2/12, due 2/24):

  • Lab4 (guideline,

    
    training, testing, tags, assigned 2/26, due
    3/12):

  • 
    
    
    Lab5 (training+testing, gmm-data, assigned 3/12, due
    3/31):

  • Lab6 (tc+key,
    assigned 4/2, due 4/14):

  •  

• Assignment
  • Check the weekly assignments in the posted lecture
    notes

  • 
     

• 
  Quiz (3/12) and Final 
  (4/27)
  • Quiz:
    In-class (3/12) 

  • 
    Final: on 4/27, from 8am to
    10:50am

• Project
  • Project
    List
    ( posted 2/10, project proposal due
    on 3/3)
    

  • Project Presentation on 4/16: in alphabetical order
    

  • Project Report due
    by 4/29 (Demo can be shown with project presentation)
    
• Class
  News
  • Check the
    update often for announcements
    
    

       
           
    (Last Update: April 9, 2009)