Numbering Code	U-ENG29 39140 LJ12	Year/Term	2022 ・ Second semester
Number of Credits	2	Course Type	Lecture
Target Year		Target Student
Language	Japanese	Day/Period	Wed.1
Instructor name	KAWAHARA TATSUYA (Graduate School of Informatics Professor) NAKAMURA YUUICHI (Academic Center for Computing and Media Studies Professor) MORI SHINSUKE (Academic Center for Computing and Media Studies Professor)
Outline and Purpose of the Course	This course provides an overview of technologies to handle, analyze, recognize and generate a variety of information media or pattern data such as image, speech and text.
Course Goals	to master basic methods to deal with image, speech and text, and also processing of their analysis, recognition and synthesis.
Schedule and Contents	Speech processing (Kawahara) 1. Information in speech and music 2. Speech analysis 3. Speech recognition and synthesis 4. Spoken dialogue systems Natural language processing (Mori) 5. Natural language analysis 6. Language model and Kana-Kanji conversion 7. Machine translation and Question Answering Image Processing (Nakamura) 8. Composition and handling of image media 9. Color and perception 10. Signal Processing and Filtering (1): Basics of Filtering 11. Signal processing and filtering (2): feature extraction 12. Projection and reflection models and computer graphics 13. 3-D Perception and Computer Vision 14. Image recognition and neural networks 15. Examination and Feedback
Evaluation Methods and Policy	Based on the examination following the course
Course Requirements	None
Study outside of Class (preparation and review)	Exercises included in lecture slides.
Textbooks	Textbooks/References	Lecture slides are provided via PandA CMS.