Detail publikačního výsledku

Musical Form Retrieval

FEJFAR, J.; WEINLICHOVÁ, J.; ŠŤASTNÝ, J.

Originální název

Musical Form Retrieval

Anglický název

Musical Form Retrieval

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper describes the way how the Musical Form is retrieved from sound recording, using the Signal Processing and Artificial Neural Networks methods. It is important to choose appropriate signal characteristics, which creates feature vector describing the recording. Described recordings are clustered with Self-organizing maps. Limits of this approach are considered and possibilities of more complex structural recognition methods and semi-supervised learning utilisation are proposed.

Anglický abstrakt

This paper describes the way how the Musical Form is retrieved from sound recording, using the Signal Processing and Artificial Neural Networks methods. It is important to choose appropriate signal characteristics, which creates feature vector describing the recording. Described recordings are clustered with Self-organizing maps. Limits of this approach are considered and possibilities of more complex structural recognition methods and semi-supervised learning utilisation are proposed.

Klíčová slova

musical form, music information retrieval, self-organizing maps

Klíčová slova v angličtině

musical form, music information retrieval, self-organizing maps

Autoři

FEJFAR, J.; WEINLICHOVÁ, J.; ŠŤASTNÝ, J.

Vydáno

23.06.2010

ISBN

978-80-214-4120-0

Kniha

Mendel 2010

Strany od

246

Strany do

251

Strany počet

6

BibTex

@inproceedings{BUT34566,
  author="Jiří {Fejfar} and Jana {Weinlichová} and Jiří {Šťastný}",
  title="Musical Form Retrieval",
  booktitle="Mendel 2010",
  year="2010",
  number="16",
  pages="246--251",
  isbn="978-80-214-4120-0"
}