course: Musikdatenanalyse

number:
140009
teaching methods:
lecture with tutorials
responsible person:
Prof. Dr.-Ing. Rainer Martin
lecturer:
Prof. Dr. Claus Weihs (extern)
language:
german
HWS:
3
CP:
see examination rules
offered in:
winter term

dates in winter term

  • start: Monday the 26.10.2020
  • lecture Mondays: from 10:00 to 11.30 o'clock in Online
  • tutorial Mondays: from 11:30 to 12.15 o'clock in Online

Exam

Die Angaben zu den Prüfungsmodalitäten (im WiSe 2020/2021 | SoSe 2021) erfolgen vorbehaltlich der aktuellen Situation. Notwendige Änderungen aufgrund universitärer Vorgaben werden zeitnah bekanntgegeben.

Date according to prior agreement with lecturer.

Form of exam:None
Registration for exam:None
Duration:30min
description of exam:

Die Prüfungsform wird zu Beginn der Veranstaltung bekanntgegeben.

goals

This course conveys the fundamentals of the analysis of music signals and music data. The participants acquire the methods of signal processing, statistics and classification in the context of music data.

content

The course is offered jointly by several faculties, namely the Faculty of Arts and Sports Sciences (Department of Music and Musicology) and the Faculty of Statistics of the TU Dortmund and the Faculty of Electrical Engineering and Information Technology of the Ruhr University Bochum.

Table of contents (lecturer in parentheses)

  1. Introduction, the music signal I (Weihs, Ebeling)
  2. The music signal II; musical structures (Ebeling)
  3. Digital signal processing I (Martin)
  4. Digital signal processing II, signal based features (Martin, Nagathil)
  5. Digital representation of music, non-signal based features (Rudolph, Vatolkin)
  6. Statistics of musical data (Weihs)
  7. Unsupervised learning (Weihs)
  8. Supervised classification (Weihs)
  9. Feature processing and feature selection (Vatolkin)
  10. Segmentation and transcription (Ligges)
  11. Instrument recognition (Weihs, Bauer)
  12. Review, amendments, Conclusion (Weihs, Bauer)

requirements

keine

recommended knowledge

Knowledge of higher mathematics, in particular fundamentals of probability and statistics and linear algebra.

miscellaneous

Die Vorlesung findet im WS 2020/2021 online über Zoom statt.

Der erste Vorlesungstermin ist Montag, der 26.10.2020, 10:00 bis 11:30 Uhr. Bitte registrieren Sie sich vorab über Moodle für den Kurs "Musikdatenanalyse":

https://moodle.tu-dortmund.de/course/view.php?id=22281

Weitere Informationen werden über Moodle bekannt gegeben werden.