MET CS 763 Speech and Natural Language Processing

Professor/ Contact Info:

Meeting Time:

Nanette Veilleux, Ph.D. (617) 521-2705 veilleux@simmons.edu

Tues., May 23 rd - Aug 15 th, 2006
Room TBA

Objective: Graduate - level course to explore computational models in current spoken and written language systems. Material will be explored through text readings, student papers and presentations and lecture.

Requirements: Sufficient ability to reason quantitatively. Some students will have extensive linguistic background and others will have substantial computer science/ engineering background.

Text: Jurafsky and Martin's Speech and Language Processing, 2000, Prentice Hall (on sale at the BU bookstore.) You may also want to find a Perl book and download a Perl interpreter: look around on www.perl.com

Class format: Seminar style. First half of the meeting time will be spend discussing the reading and presenting weekly papers/ projects. The second half will consist of lecture on the coming week's material and group projects.

Project/ Paper examples: Every week, students will be expected to present a paper on a topic from the assigned reading. It could involve extra research in a narrower topic based on given references (or references from references), a computer simulation of one of the computational models presented, or an exploration of the material with respect to a given sample of text/ speech.

Grading: 50% weekly papers (and discussion), 20% midterm, 10% class participation, 20% final

Meeting

Date

Chapter for class discussion

Reading for next week

Turn in on this week

1

May 23

1 Introduction

Read Ch. 2, 3

 

2

May 30

2 Regular Expressions

3 Morphology

Read Ch. 4

Paper 1 on Ch 2/3

3

June 6

4 Phonology/TTS

Read Ch. 5

Paper 2 on Ch 4

4

June 13

5 Prob Pronunciation

Read Ch 6

Paper 3 on Ch 5

5

June 20

midterm

Read Ch. 7

 

6

June 27

6 N-grams,

7 Speech Recognition

 

Paper 4 on Ch6

Paper 5 on Ch 7

 

July 4

No class

Read Ch. 8

 

7

July 11

8 Word Classes

Read Ch. 9/ 10

Paper 6 on Ch 8

8

July 18

9 CF Grammars,

10 Parsing

Read Ch. 12

Paper 7 on Ch 9/10

9

July 25

12 Probabilistic Parsing

Read Ch. 14, 15

Paper 8 on Ch 12

10

Aug 1

14 Semantics

15 Semantic Analysis

Read Ch. 19

Paper 9 on Ch 14/15

11

Aug 8

19 Dialogue

 

Paper 10 on Ch 19

12

Aug 15

Final

 

 

Instructor reserves the right to adapt schedule/ assignments based on her judgment of class progress.

 


Department of Computer Science
Boston University Metropolitan College
808 Commonwealth Ave, Room 250, Boston, MA. 02215.  Phone: 617 353 2566, Fax: 617 353 2367, Email: csinfo@bu.edu