MUSA2004 Music Information Research (5 op)

Opinnon taso:
Aineopinnot
Arviointiasteikko:
0-5
Suorituskieli:
englanti
Vastuuorganisaatio:
Musiikin, taiteen ja kulttuurin tutkimuksen laitos
Opetussuunnitelmakaudet:
2020-2021, 2021-2022, 2022-2023

Kuvaus

The course provides an overview of main areas and methodologies in computational analysis of music, including machine learning, signal processing, and semantic computing.

Osaamistavoitteet

After completing the course the student will:

· be able to program in computer languages relevant to Music Information Research (e.g. MATLAB)

· understand the processes involved in computational musical feature extraction (e.g. extract from a digital audio signal information related to pitch, timbre, rhythm, meter, tonality)

· understand and implement methods for music classification, segmentation

· understand methods of semantic computing, and/or is able to retrieve large data using music APIs

Lisätietoja

2nd or 3rd year of bachelor studies.

Oppimateriaalit

Eerola, T. & Toiviainen, P. (2004). MIDI Toolbox: MATLAB Tools for Music Research. University of Jyväskylä: Kopijyvä, Jyväskylä, Finland.

O. Lartillot, MIRtoolbox 1.7.2 User’s Manual,, University of Oslo, Norway RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion www.jyu.fi/music/coe/materials/mirtoolbox

Schedl M, Gómez E, Urbano J. Music information retrieval: recent developments and applications. Foundations and Trends in Information Retrieval. 2014 Sept 12; 8 (2-3): 127-261. DOI: 10.1561/1500000042 https://repositori.upf.edu/handle/10230/27565

Suoritustavat

Tapa 1

Arviointiperusteet:
Lectures, demonstration workshops, group work
Valitaan kaikki merkityt osat

Tapa 2

Arviointiperusteet:
Term essay and computer programming assignments
Valitaan kaikki merkityt osat
Suoritustapojen osat
x

Participation in teaching (5 op)

Tyyppi:
Osallistuminen opetukseen
Arviointiasteikko:
0-5
Suorituskieli:
englanti

Opetus

x

Independent work (5 op)

Tyyppi:
Itsenäinen työskentely
Arviointiasteikko:
0-5
Suorituskieli:
englanti
Ei julkaistua opetusta