COMS 6998: Topics in Spoken Language Processing
Instructors: Julia Hirschberg and Sarah Ita
Levitan
Time: F 10:10-12:00 (Spring 2019)
Location: TBD
Prerequisite: COMS
4705 or another speech or NLP class
Description:
This class will introduce students to spoken language processing: basic concepts, analysis approaches, and
applications.
Required readings:
Juafsky &
Martin 2019 chapters
These and other readings are linked from this
syllabus for each class.
Suggested:
Keith
Johnson. Acoustic & Auditory Phonetics (3rd edition). Wiley. 2011.
Resources:
Praat: http://www.fon.hum.uva.nl/praat/
tutorials: http://www.fon.hum.uva.nl/praat/manualsByOthers.html
Assignments:
Grade Breakdown
Homeworks: TBD
Project:
TBD
Academic Integrity
The SEAS academic integrity policy
is found here.
The CS academic integrity policy is
found here.
Syllabus
Note: Schedule and readings are
subject to change
|
Date |
Topic |
Readings |
Assignments and
Optional Readings |
|
Week 1:1/25 |
Introduction to Speech Processing |
TBD
throughout |
|
|
Week 2:2/1 |
From Sounds to Language |
|
|
|
Week 3:2/8 |
Acoustics of Speech |
|
|
|
Week 4:2/15 |
Tools for Speech Analysis |
|
Homework 1: Praat
Recording and Analysis |
|
Week 5:2/22 |
Analyzing Speech Prosody |
|
Homework 2: ToBI
Labeling |
|
Week 6:3/1 |
Text-to-Speech Synthesis |
|
|
|
Week 7:3/8 |
Speech Recognition |
|
|
|
Week 8:3/15 |
Spoken Dialogue Systems |
|
Homework 3: Dialogue Act
Identification in Switchboard |
|
Week 10:/3/29 |
Entrainment in Spoken Language |
|
|
|
Week 11:4/5 |
Speech Analysis: Sentiment and
Emotion |
|
Homework 4: Emotional Speech
Detection |
|
Week 12:4/12 |
Speech Analysis: Deception and Trust |
|
|
|
Week 13:4/19 |
Speech Analysis: Sarcasm |
|
|
|
Week 14:4/26 |
Speech Analysis: Charisma,
Likability and Style in Speech and Text |
|
|
|
Week 15:5/3 |
Speech Analysis: Personality and
Mental State |
|
Final Project Reports due |