Course Description

Musical sounds contain a variety of information, for example, melody, rhythm, harmony, genre and mood. Extracting such information by computers can provide intelligent solutions in various musical activities, for example, finding songs that satisfy users' tastes and contexts among numerous choices or assisting musical instrument learning. In this regard, machine learning is a powerful means to enable computers to conduct the tasks. This course introduces problems in the music information processing and how to tackle them with machine learning algorithms.

General Information

Instructor: Juhan Nam (남주한) (OH: Tue/Thu 16:00-17:00)
TA: Jongpil Lee (이종필) (OH: Mon/Wed 19:00-20:00)
TA: Soonbeom Choi (최순범) (OH: Tue/Thu 19:00-20:00)
Lecture: Tue/Thu 14:30-16:00
Room: N25#3229 Paik Nam June Hall (백남준홀)

Grading Policy

  • Assignments: 50 %
  • Research Project (50%)
    • Paper review presentation
    • Research presentation
    • Final report
    • Peer review