ECE 5525 Speech Processing

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25 Οκτ 2013 (πριν από 3 χρόνια και 8 μήνες)

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ECE 5527

Search & Decoding in Speech Recognition

Electrical & Computer Engineering

CRN

Subj

Crse

Sec

Credits

Title

Campus

81888

ECE

5527

E1

3.00

Search &
Decoding

Main Campus
-
Melbourne


StartDate

EndDate

Days

Times

Bldg

Room


Aug18,2009

Dec12,2009

TR

05:00pm
-
06:15pm




Instructor(s):
VetonKëpuska



Textbook(s):



Speech and Language Processing: An Introduction to Natural Language
Processing,

Computational Linguistics, and Speech Recognition.

Daniel Jurafsky and James H. Martin

Prentice Hall

Reference
Materials:



http://www.cs.colorado.edu/~martin/SLP

Course Goals:



Introduction to Search
and Decoding in Speech Recognition



Problem definition: Communication via Spoken Language



General Spoken Language Understanding System



Concepts and Areas in Speech and Language Understanding



Required Knowledge



Models and Algorithms

Subject Area:

Natural Language Understanding and Digital Speech Processing

Prerequisites by
T
o
p
i
c
:

Digital Processing of Speech Signals, Speech Recognition

Topics Covered:



Regular Expressions and Finate State Automata



Morphology and Finite State Transducers



Computational Phonology and Text
-
to
-
Speech



Probabilistic Model of Pronunciation and Spelling



N
-
grams



Hidden Markov Models and Automatic Speech Recognition



Word Classes and Part
-
of
-
Speech Tagging



Context Free Grammars for English



Parsing with Context
-
Free G
rammars



Probabilistic parsing



Semantics: Representing Meaning



Semantic Analysis



Dialog and Conversational Agents



Machine Translation

Recommended
Grading

Homework:

20/40%

Project(s):

60%

Exams:

20%(Optional)

Prepared by:

Këpuska,Veton

Date :
October 26, 2013

Olin Engineering Building

Office#353

Tel.(321)674
-
7183

E
-
mail:vkepuska@fit.edu