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Course module: 201600075
201600075
Speech Processing
Course info
Course module201600075
Credits (ECTS)5
Course typeCourse
Language of instructionEnglish
Contact persondr. R.J.F. Ordelman
E-mailroeland.ordelman@utwente.nl
Lecturer(s)
Contactperson for the course
dr. R.J.F. Ordelman
Lecturer
dr. R.J.F. Ordelman
Lecturer
dr. K.P. Truong
Academic year2016
Starting block
1B
Application procedureYou apply via OSIRIS Student
Registration using OSIRISYes
Learning goals
After completing this course, the student can:
apply some of the NLP techniques for speech processing, in particular:
  • Apply existing tools for speech processing (e.g. speech recognition or emotion  tracking),
  • Evaluate and analyse the performance, and specify possible adaptations.     
  • Study existing real-life applications that use speech processing to enable user to engage with audiovisual content;
  • Evaluate the performance of the speech processing algorithms and of the functionalities;
Content
This course is a follow-up of Speech and Language Processing 1 (192166310) and offers a more in-depth introduction to the automatic processing of spoken language and its application in the domain of ICT. Several methods of speech processing will be discussed, plus the feasibility of their applicability within e.g., man-machine interaction and information retrieval. Several examples of running systems will be presented in more detail, partly via practical assignments. In the lectures, the following subjects will be discussed: 
  • Human Speech Processing
  • Signal Processing
  • Speech Applications
  • Speech Generation
  • Speech Recognition
  • Dialogue and Conversational Agents
  • Social Signal Processing and Speech
  • Speech Retrieval
Assumed previous knowledge
-
PARTICIPATING STUDY
M-HMI
Required materials
-
Recommended materials
Book
D. Jurafsky & J.H. Martin; Speech and Language Processing, An introduction to natural language processing, computational linguistics and speech recognition, Prentice Hall, 2nd ed., 2008, ISBN 10-0131873210 of 13-978-0131873216.
Instructional modes
Lecture

Tests
Exam

Remark
+ 4 practical assignments

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Kies de Nederlandse taal