Opinto-opas 2002-2003

8003153 PATTERN AND SPEECH RECOGNITION, PATTERN AND SPEECH RECOGNITION, 3 ov

Lecturer info
KONSTA KOPPINEN

Lectures and exercises:
Lectures 28h, Exercises 14h.

Lecture room and time
WEDNESDAY 12 - 14, TB224, Konsta Koppinen

Weekly teaching / period

A1

A2

S1

S2

Summer

Lectures (h):

-

-

2+

2

-

Exercises (h):

-

-

1+

1

-

Content of the course
Basic methods for constructing recognizers such as linear decision functions, clustering, Bayesian classifiers, neural networks. Details of speech recognizers: feature extraction, hidden Markov models (HMMs), language models.

Requirements
Exam and exercises.

Literature
Introduction to Statistical Pattern Recognition , K. Fukunaga, Academic Press, 1990. Fundamentals of Speech Recognition, L. Rabiner, B-H. Juang, Prentice Hall, 1993.

Prerequisites

Number

Name

OV

P/S

8000203

Introduction to Signal Processing I

3

Obl.

8003051

Methods of Speech Processing

1

Recomm.

Weekly teaching / period	A1	A2	S1	S2	Summer
Lectures (h):	-	-	2+	2	-
Exercises (h):	-	-	1+	1	-

Number	Name	OV	P/S
8000203	Introduction to Signal Processing I	3	Obl.
8003051	Methods of Speech Processing	1	Recomm.