Detail publikace
Vyhledávání hudební formy
FEJFAR, J. WEINLICHOVÁ, J. ŠŤASTNÝ, J.
Český název
Vyhledávání hudební formy
Anglický název
Musical Form Retrieval
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
en
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.
Český abstrakt
This paper describes the way how the Musical Form is retrieved from sound recording, using the Signal Processing and Artificial Neural Networks methods.
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 anglicky
musical form, music information retrieval, self-organizing maps
Rok RIV
2010
Vydáno
23.06.2010
ISBN
978-80-214-4120-0
Kniha
Mendel 2010
Číslo edice
16
Strany od–do
246–251
Počet stran
6
BIBTEX
@inproceedings{BUT34566,
author="Jiří {Fejfar} and Jana {Weinlichová} and Jiří {Šťastný},
title="Musical Form Retrieval",
booktitle="Mendel 2010",
year="2010",
month="June",
pages="246--251",
isbn="978-80-214-4120-0"
}