FI:PB095 Intro to Speech Processing - Course Information
PB095 Introduction to Speech Processing
Faculty of InformaticsAutumn 2009
- Extent and Intensity
- 2/0. 2 credit(s) (plus extra credits for completion). Recommended Type of Completion: zk (examination). Other types of completion: k (colloquium), z (credit).
- Teacher(s)
- doc. RNDr. Ivan Kopeček, CSc. (lecturer)
- Guaranteed by
- prof. Ing. Václav Přenosil, CSc.
Department of Machine Learning and Data Processing – Faculty of Informatics
Contact Person: doc. RNDr. Ivan Kopeček, CSc. - Timetable
- Thu 18:00–19:50 B410
- Course Enrolment Limitations
- The course is also offered to the students of the fields other than those the course is directly associated with.
- fields of study / plans the course is directly associated with
- Applied Informatics (programme FI, B-AP)
- Bioinformatics (programme FI, B-AP)
- Economic Information Systems (programme ESF, B-SI)
- Informatics with another discipline (programme FI, B-BI)
- Informatics with another discipline (programme FI, B-FY)
- Informatics with another discipline (programme FI, B-GE)
- Informatics with another discipline (programme FI, B-GK)
- Informatics with another discipline (programme FI, B-CH)
- Informatics with another discipline (programme FI, B-IO)
- Informatics with another discipline (programme FI, B-MA)
- Informatics with another discipline (programme FI, B-SO)
- Informatics with another discipline (programme FI, B-TV)
- Informatics (programme FI, B-IN)
- Mathematical Informatics (programme FI, B-IN)
- Mathematics with Informatics (programme PřF, N-MA)
- Parallel and Distributed Systems (programme FI, B-IN)
- Computer Graphics and Image Processing (programme FI, B-IN)
- Computer Networks and Communication (programme FI, B-IN)
- Computer Systems and Data Processing (programme FI, B-IN)
- Programmable Technical Structures (programme FI, B-IN)
- Embedded Systems (programme FI, N-IN)
- Service Science, Management and Engineering (programme FI, N-AP)
- Upper Secondary School Teacher Training in Informatics (programme FI, M-SS)
- Upper Secondary School Teacher Training in Informatics (programme FI, M-TV)
- Artificial Intelligence and Natural Language Processing (programme FI, B-IN)
- Course objectives
- The course provides an introduction to speech processing oriented to human-computer interaction, i.e. especially to speech synthesis, speech recognition and dialogue systems. Main objectives can be summarized as follows: To understand the basic principles of sound and speech production and perception; To understand basic principles of speech regognition,synthesis and dialogue systems; To obtain an introductory overview in the field.
- Syllabus
- Introduction
- Brief history
- State of the art
- Physical and physiological acoustics
- Creation and perception of human speech
- Phonetics a phonology
- Signal processing
- Principles of speech synthesis
- Speech segments and concantenative speech synthesis
- Prosody, emotions
- Principles of speech recognition
- Statistical approaches
- Modeling by means of HMM
- Language modeling
- Human-human and human-computer communication
- Dialogue
- Voice XML
- User modeling
- Dialogue systems and applications
- Literature
- Teaching methods
- Introductory course. Basic information on theoretical frameworks.
- Assessment methods
- The students are passing both written test and oral examination.
- Language of instruction
- Czech
- Further Comments
- Study Materials
The course is taught annually. - Teacher's information
- http://www.fi.muni.cz/~kopecek/stud.htm
- Enrolment Statistics (Autumn 2009, recent)
- Permalink: https://is.muni.cz/course/fi/autumn2009/PB095