Publication detail
Musical Form Retrieval
FEJFAR, J. WEINLICHOVÁ, J. ŠŤASTNÝ, J.
Czech title
Vyhledávání hudební formy
English title
Musical Form Retrieval
Type
conference paper
Language
en
Original abstract
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.
Czech abstract
This paper describes the way how the Musical Form is retrieved from sound recording, using the Signal Processing and Artificial Neural Networks methods.
English abstract
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.
Keywords in English
musical form, music information retrieval, self-organizing maps
RIV year
2010
Released
23.06.2010
ISBN
978-80-214-4120-0
Book
Mendel 2010
Edition number
16
Pages from–to
246–251
Pages count
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"
}