FI:PB095 Intro to Speech Processing - Course Information
PB095 Introduction to Speech Processing
Faculty of InformaticsAutumn 2013
- 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)
- Mgr. Luděk Bártek, Ph.D. (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.
Supplier department: Department of Machine Learning and Data Processing – Faculty of Informatics - Timetable
- Mon 16:00–17:50 D2
- 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)
- Czech Language with Orientation on Computational Linguistics (programme FF, B-FI)
- Economic Information Systems (programme ESF, B-SI)
- Informatics with another discipline (programme FI, B-BI)
- Informatics with another discipline (programme FI, B-EB)
- 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-TV)
- Informatics (programme FI, B-IN)
- Public Administration Informatics (programme FI, B-AP)
- 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)
- Social Informatics (programme FI, B-AP)
- 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
- Modelling by means of HMM
- Language modelling
- Human-human and human-computer communication
- Dialogue
- Dialogue Systems - Voice Browser Activity Standards (VoiceXML, SRGS, SISR, etc.)
- User modelling
- 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 when student finishes the course by an exam. When the course is finished another way student must answer practically oriented questions based on topics covered by the course.
- 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 2013, recent)
- Permalink: https://is.muni.cz/course/fi/autumn2013/PB095