Theoretical Fundamental and Engineering Approaches for Intelligent Signal and Information Processing (EIE6207)
Multimodal Human Computer Interaction (EIE4105)
Database Systems (EIE3114)
Object-Oriented Design and Programming (EIE320)
Object-Oriented Design and Programming (EIE3375)

Speech Processing and Recognition (EIE558)

Distributed Systems and Network Programming (EIE4108)

Speech & Image Processing (EIE421)

Object-Oriented Design and Programming (EIE3114)

Software Engineering for Web Applications (EIE420)
Software Engineering (EIE318)
MSc: Speech Processing (EIE533)
MSc: Neural Computation (EIE520)
MCSE/Linux

 Database Systems (EIE3114)

• Schedule
• Syllabus
• Job Market in Software Industry
• SFQ of Previous Years
• Subject Overview
• Assignments
• Notes: Introduction to Database
• Notes: Relational Models and ER Diagrams
  
• Notes: SQL
• Notes: SQL Outer Join
• Notes: Advanced SQL
  
• Notes: Normalization
• Notes: Database Security
• Notes: Data Warehouse
• Notes: Data Mining
• Notes: Big Data
  
• Tutorial: Database Architecture and the Web
  
• Tutorial: ER Diagram
• Tutorial: SQL
• Tutorial: Advanced SQL
• Tutorial: Normalization
• Tutorial: Data Warehousing
• Tutorial: Data Mining
• Tutorial: Big Data
• Tutorial: Database Security
  
• MySQL Workbench: A Quick Start
  
• Lab 1: Database Implementation and Simple Query Formulation
  
• Lab 2: Advanced SQL Queries
  
• Lab 3: Data Mining
• Test 2013/14 (Solutions)
• Test 2014/15 (Solutions)
• Test 2015/16 (Solutions)
• Exam 2013/14
• Exam 2014/15

Object-Oriented Design and Programming (EIE3375)

• Schedule
• Syllabus
• Job Market in Software Industry
• SFQ of Previous Years
• Subject Overview
• Assignments
• Assessment Criteria
• Basic Java: Syntax, data types, control flow, methods, classes, and objects
• Notes: Introduction to Java
• Notes: Objects and Classes
• Notes: Classes Definitions
• Notes: Object Interaction
• Notes: Grouping Objects
• Notes: Inheritance
• Notes: Polymorphism
• Notes: Abstract Classes and Interfaces
• Notes: JavaScripts
• Notes: Java Servlets
• Notes: UML
• Notes: Introduction to SWE
• Tutorial: Getting start with Eclipse
• Tutorial: Java Syntax, Data Types, and Methods
• Tutorial: Objects and Classes
• Tutorial: Classes Definitions
• Tutorial: Object Interaction
• Tutorial: Grouping Objects
• Tutorial: Inheritance
• Tutorial: Polymorphism
• Tutorial: JavaScript
• Tutorial: Eclipse for Web Projects
  
• Tutorial: Java Servlet
• Tutorial: UML 
• Lab: Java Programming
• Lab: OOP Using Java
• Lab: Java Servlets and JSP (PolyU On-Line Ticket Ordering System)
• Lab (Optional): Java Applets (Example display: Part 1-3, Part 4, Part5, Part 6, Part 7)
• Lab (Optional): Java Servlets (PolyU On-Line Ticket Ordering System) (Source codes in Eclipse)
• Lab (Optional): Introduction to Servlets and Tomcat (Linux version)
• Lab (Optional): Web Applications using Servlets  (Linux version)  
• Lab (Optional): Advanced Servlets (Linux version) (Supplementary Materials)
• Lab (Optional): PolyU On-Line Ticket Ordering System
• Test 06/07 (Solutions)
• Test 07/08 (Solutions)
• Test 10/11 (Solutions)
• Test 11/12 (Solutions)
• Test 12/13 (Solutions)
• Exam 06/07
• Exam 07/08
• Exam 10/11
• Exam 11/12
• Supplementary Notes: OO Concepts 1   (Polymorphism example)
• Supplementary Notes: OO Concept 2
• Supplementary Notes: OOP using Java
• Supplementary Notes: Exception
• Supplementary Notes: Java Technology
• Supplementary Notes: Java Language
• Supplementary Notes: Inheritance
• Supplementary Notes: Polymorphism
• Supplementary Notes: Java Servlets
• Supplementary Tutorial: Java Basic
• Supplementary Tutorial: Concepts
• BlueJ Installation Guide 

Speech Processing and Recognition (EIE558)

• Teaching Schedule
• Course Outline
• SFQ of Previous Years
• Assignments
• Lab 1: Speech Enhancement               (Optional: Download this one if you find Lab1 too easy)
• Lab 2: Speech Coding
• Lab 3: Speech Recognition using Kaldi
  
• Optional Lab: Speech Recognition using HTK  (PDF File)
• Tutorial 1: Speech Production    (solutions)
• Tutorial 2: Speech Analysis    (solutions)
• Tutorial 3: Feature Parameterization    (solution )
• Tutorial 4: Speech Coding    (solution)
• Tutorial 5: Speech Recognition    (solution)
• Exam 05/06
• Exam 08/09
• Exam 10/11
• Exam 12/13
• Exam 15/16
• Exam 17/18
• Notes: Speech Application Demos
• Notes: Speech Production Model     (Supplement)
• Notes: Speech Analysis
• Notes: Feature Parameterization    (Supplement)

• Notes: Speech Coding        (CELP encoding)   (CELP decoding)              
                Demo (male voices)   : Original G.711 G.726 G.723.1 G729 GSM MELP LPC
                Demo (female voices): Original G.711 G.726 G.723.1 G729 GSM MELP LPC

                Video of lectures: Video1 Video2 Video3

• Notes: Machine Learning for Speech Applications      (Video of Lectures)
• Notes: Speech Recognition      (Video of Lectures)

• Notes: Speaker Recognition      (Video of lectures)
  

Distributed Systems and Network Programming (EIE4108)

• Schedule 
• Syllabus
• SFQ of Previous Years
• Course Outline
• Career in Data Science
• Assignments
• Notes: Introduction to Distributed Systems and Distributed Computing
• Notes: Multi-Threading
• Notes: Socket API
• Notes: Distributed Objects (Optional)
• Notes: Web Services  Example: Calling Google Maps API
• Notes: SOAP and WSDL
  
• Notes: RESTful
• Notes: Cloud Computing
• Notes: Containers and Docker
• Notes: Microservices
• Notes: Big Data
• Notes: MapReduce and Hadoop
• Notes: Apache Spark
• Supplementary: Java Threads
• Tutorial: Java Threads (Developing Applets under Eclipse)
• Tutorial: Socket API
• Tutorial: RMI (Optional)
  
• Tutorial: Java Architecture for XML Binding (JAXB)
  
• Tutorial: Web Services
• Tutorial: Cloud Computing
  
• Optional Tutorial: XML (more on XML)

• Lab Exercises: RMI (Optional)                      (HelloWorld.zip)   (stockquote.zip)

• Lab Exercises: SOAP and WSDL

• Lab Exercises: RESTful

• Lab Exercises: Cloud Computing
  
• Test0405
• Test0506
• Test0607
• Test0708 (Solutions)
• Test0809 (Solutions)
• Test0910 (Solutions) Re-Test0910 (Solutions)
• Test1011 (Solutions)
• Test1112 (Solutions)
• Test1213 (Solutions)
• Test1314 (Solutions)
• Test1415 (Solutions)
• Test1617 (Solutions)
• Test1718 (Solutions)
• Example Code
• Exam 03/04
• Exam 05/06
• Exam 06/07
• Exam 07/08
• Exam 08/09
• Exam 09/10
• Exam 10/11
• Exam 11/12
• Exam 12/13
• Exam 13/14
• Exam 14/15
• Exam 16/17
• Exam 17/18

Speech & Image Processing (EIE421)
 

• Schedule
• Subject Overview
• Notes: Review of DSP
• Notes: Speech Production Model  (Supplementary materials)
• Notes: Speech Analysis  (Supplementary materials)
• Notes: Linear Prediction Analysis  (Supplementary materials)
• Notes: Speech Coding
                Demo (male voices)   : Original G.711 G.726 G.723.1 G729 GSM MELP LPC
                Demo (female voices): Original G.711 G.726 G.723.1 G729 GSM MELP LPC
• Tutorial 1: Speech Science
• Tutorial 2: Speech Production Model
• Tutorial 3: Speech Analysis
• Tutorial 4: LPC
• Tutorial 5: Coding
• Laboratory 0: Speech Enhancement using Matlab   (Skeleton Code)
• Laboratory 1 (or mini-project): Speech Enhancement using C++       (Skeleton Code)
• Laboratory 2: Speech Signal Analysis   (Speech Analysis Software)
• Laboratory 3: Speech Coding  (Matlab and speech files)
• Homework
• Additional Homework
• Mini-Project   (Matlab and speech files)
• Test99 (with solutions)
• Test00   (Solutions)
• Test01   (Solutions)
• Test02   (Solutions)
• Test03   (Solutions)
• Examination 99/00
• Examination 00/01
• Examination 01/02
• Examination 02/03
• Examination 03/04
   

Object-Oriented Design and Programming (EIE320)
 

• Schedule
• Syllabus
• Job Market in Software Industry
• Subject Overview
• SFQ of Previous Years
• Assignments
• Assessment Criteria
• Basic Java: Syntax, data types, control flow, methods, classes, and objects
• Notes: Introduction to Java
• Notes: Objects, Classes, and Class Definitions
• Notes: Object Interaction
• Notes: Grouping Objects
• Notes: Inheritance
• Notes: Polymorphism
• Notes: Abstract Classes and Interfaces
• Notes: JavaScripts
• Notes: Java Servlets
• Notes: UML
• Supplementary Notes: Java Applets
  
• Tutorial: Getting start with Eclipse
• Tutorial: Java Syntax, Data Types, and Methods
• Tutorial: Object Interaction
• Tutorial: Grouping Objects
• Tutorial: Inheritance
• Tutorial: Polymorphism
• Tutorial: Eclipse for Web Projects
• Tutorial: JavaScript
  
• Tutorial: Java Servlet
• Tutorial: UML 
• Lab: Java Programming
• Lab: OOP Using Java
• Lab: Java Servlets and JSP (PolyU On-Line Ticket Ordering System)
• Lab (Optional): Java Applets (Example display: Part 1-3, Part 4, Part5, Part 6, Part 7)
• Lab (Optional): Java Servlets (PolyU On-Line Ticket Ordering System)
  (Source codes in Eclipse)
• Lab (Optional): Introduction to Servlets and Tomcat (Linux version)
• Lab (Optional): Web Applications using Servlets  (Linux version)  
• Lab (Optional): Advanced Servlets (Linux version) (Supplementary Materials)
• Lab (Optional): PolyU On-Line Ticket Ordering System
• Test 03/04 (Solutions)
• Test 04/05 (Solutions)
• Test 05/06 (Solutions)
• Test 06/07 (Solutions)
• Test 07/08 (Solutions)
• Test 09/10 (Solutions)
• Test 11/12 (Solutions)
• Test 12/13 (Solutions)
• Exam 03/04
• Exam 04/05
• Exam 05/06
• Exam 06/07
• Exam 07/08
• Exam 09/10
• Exam 11/12
• Exam 12/13
• Exam 13/14
• Supplementary Notes: OO Concepts 1   (Polymorphism example)
• Supplementary Notes: OO Concept 2
• Supplementary Notes: OOP using Java
• Supplementary Notes: Exception
• Supplementary Notes: Java Technology
• Supplementary Notes: Java Language
• Supplementary Notes: Inheritance
• Supplementary Notes: Polymorphism
• Supplementary Notes: Java Servlets
• Supplementary Tutorial: Java Basic
• Supplementary Tutorial: Concepts
• BlueJ Installation Guide 

Software Engineering for Web Applications (EIE420)

Schedule 2002/2003

1.  Introduction to SWE:  Notes, Tutorial, Solutions to tutorial,   Quiz.

2. Object-Oriented Concepts and Principles: Notes, Tutorial, Solutions to tutorial,
                                                                      Polymorphism example,   Quiz .
                                                                      Supplementary notes

3. Implementation Technologies: Notes,  Supplementary notes on Java Technology

4. Java Servlets: Notes Quiz

5. Component-based Software Engineering: Notes, Tutorial, Solutions to tutorial,  Quiz

6. Java 2 Micro Edition: Notes, Examples

7. Distribution System Architecture: Notes, Tutorial, Solutions to tutorial,  Quiz

8. Unified Modeling Language: Notes, Tutorial, Solutions to tutorial, UML Resource Page

9. Programming Exercises 1 (Java Servlets):
           Lab Sheet1 Lab Sheet2 Lab Sheet3
           Project Archive (With .class files but without the .java files)
           Project Archive (With uncompleted java files)
           PolyU On-Line Ticket Ordering System

10. Programming Exercises 2 (J2ME):
            Lab Sheet
            Project Archive (With .class files but without the .java files)
            Uncompleted Java Files: MyCalculator.java, MyCalculatorServlet.java

11. Homework: Instruction, Solutions

12. Mini-project: Instruction , Example Code

13. Test: Test script (2002) , Answers (2002) Test script (2003a) , Answers (2003a)

14. Examination: 2002

Software Engineering (EIE318)

 

Useful Links

• ACME System : This site contains a very good example of requirements definition and requirements specification of a large software system.
• Software Engineering: Theory and Practice  (by Shari Lawrence Pfleeger): This site contains several examples of requirements specification.
• Volere  Requirements Specification Template
• Structured Analysis and Structured Design:  This page contains useful materials on data flow diagrams, data dictionaries and structured charts.
• Data Flow Diagram:  This page explains how to draw data flow diagrams and contains several useful examples.
• Techniques of drawing data flow diagrams, by Kenneth A. Kozar
• Object-Oriented Concepts : This page provides a comprehensive introduction to OO concepts and JAVA programming.

 

Streaming the slidshows (Site 1: Pentium III 600 in CF504)
Sorry, this server is not running at the moment. Please try the one in my office)

• Introduction to Software Engineering
• Requirements Engineering
• Requirements Definition and Specification
• Design Concepts and Principles
• Object Oriented Design

Streaming the slidshows (Site 2: Pentium Pro 200 in my office)

• Introduction to Software Engineering
• Requirements Engineering
• Requirements Definition and Specification
• Design Concepts and Principles
• Object Oriented Design

Download the slidshows (Require RealPlayer)
Tips: Download a zip file and extract it to a new directory on your PC. Then double click the file "trainer.smi."

• Introduction to Software Engineering
• Requirements Engineering
• Requirements Definition and Specification
• Design Concepts and Principles
• Object Oriented Design

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Software Engineering (BEng)

• Schedule
• Notes: Introduction to SWE and Requirement Analysis
• Notes: Software Design
• Notes: C++ Programming
• Tutorial 1
• Tutorial 2
• Tutorial 3
• Laboratory Exercise 1: C++ Classes and Virtual Functions
• Laboratory Exercise 2: Coupling
• Laboratory Exercise 3: C++ Inheritance

   

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Computer System Fundamental (BEng)


• Schedule
• Laboratory Exercise 1: Linux Operation
• Laboratory Exercise 2: Linux Process
• Notes: Introduction
• Notes: Computer System Structure
• Notes: Operating System Structure
• Notes: Process
• Notes: Memory Management
• Notes: File System Interface
• Examples: The UNIX System
• Examples: The Linux System
• Examples: Windows NT
• Tutorial 1
• Tutorial 2
• Tutorial 3
• Tutorial 4

 

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MSc: Speech Processing (EIE533)

• Teaching Schedule
• Laboratory Exercise 1: Speech Signal Analysis
• Laboratory Exercise 2: Speech Coding
• Tutorial 1: Fundamental of Speech Science    (solutions)
• Tutorial 2: Speech Production    (solutions)
• Tutorial 3: Speech Analysis    (solutions)
• Tutorial 4: Linear Prediction Analysis    (solution )
• Tutorial 5: Cepstral Processing    (solution)
• Tutorial 6: Speech Coding    (solution)
• Tutorial 7: Hidden Markov Models (solution)
• Notes: Review of DSP
• Notes: Speech Production Model     (Supplement)
• Notes: Speech Analysis
• Notes: Linear Prediction Analysis    (Supplement)
• Notes: Cepstral Analysis
• Notes: Dynamic Time Warping
• Notes: Vector Quantization
• Notes: Hidden Markov Models        (Supplement)
• Notes: Speech Coding         (Supplement)     (CELP encoding)   (CELP decoding)              
                Demo (male voices)   : Original G.711 G.726 G.723.1 G729 GSM MELP LPC
                Demo (female voices): Original G.711 G.726 G.723.1 G729 GSM MELP LPC
• Notes: Large Vocabulary Continuous Speech Recognition
• Notes: Speaker Recognition
• Examination 1995
• Examination 1996
• Examination 1997
• Examination 2001
• Test 2001a    (Answers)
• Test 2001b    (Answers)
• Test 2003a    (Answers)
• Homework 
• Mini Project: LP Analysis  (Matlab Files)
• Mini Project: Coding (Matlabfiles)

 

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MSc: Neural Computation (EIE520)

• Schedule
• Assignments
• Laboratory Exercises 1: RBF and GMM (Data and Matlab files)
• Laboratory Exercises 2: SVM (Data and Matlab files)
• Tutorial 1: RBF Networks    (Solution)
• Tutorial 2: EM Algorithm  (Solution)
• Tutorial 3: Recurrent Networks
• Tutorial 4: Support Vector Machines
• Notes: RBF Networks     neqn.mQuiz
• Notes: EM Algorithm     EM Animation          Derivation of GMM
• Notes: Recurrent Networks
• Notes: Support Vector Machines
• Test 96
• Test 97
• Test 99  (solution)
• Test 2002 with solution
• Examination 1995
• Examination 1996
• Examination 1997
• Examination 1999
• Examination 2002

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Windows NT (MCSE and NTC)

• Networking Essential: Modem
• Networking Essential: Creating Large Networks
• Networking Essential: Wide Area Networks
• Networking Essential: Advanced WAN Technology
• Networking Essential: The Internet
• Networking Essential: Wireless LANs
• Windows NT Printing
• Windows NT Backup and Restoring
• Windows NT Resource Monitoring
• Norton Ghost (provided by Dr. Kenneth Lam)
• Linux Course

  
 

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M.W. Mak's Homepage

• http://www.eie.polyu.edu.hk/~mwmak/mypage.htm

 
 

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Last update: 16 Jan 2003