Music Information Retrieval Techniques for Determining the Place of Origin of a Music Interpretation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F18%3APU128864" target="_blank" >RIV/00216305:26220/18:PU128864 - isvavai.cz</a>
Alternative codes found
RIV/00216224:14740/18:00113776
Result on the web
<a href="http://dx.doi.org/10.1109/ICUMT.2018.8631268" target="_blank" >http://dx.doi.org/10.1109/ICUMT.2018.8631268</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICUMT.2018.8631268" target="_blank" >10.1109/ICUMT.2018.8631268</a>

Result language
angličtina
Original language name
Music Information Retrieval Techniques for Determining the Place of Origin of a Music Interpretation
Original language description
Determining the place of origin of musical compositions is a modern area of research in the field of music information retrieval (MIR). A musical interpretation of one piece carries a variety of author’s intentions that influence the musical character of resulting composition. These aspects may include rhythm, dynamics, timbre, or tonality. This paper introduces a novel methodology for determining the place of origin of a music interpretation based on advanced signal processing and machine learning techniques. For this purpose, we collected a database of 35 different interpretations of Leos Janacek’s String Quartet No. 1, “Kreutzer Sonata”: IV. Con Moto – Adagio. Employing random forests classifier, we achieved classification accuracy over 97 % using features derived from Mel-frequency cepstral coefficients. This paper proves it is possible to use MIR for determining the origin of a music interpretation with very high accuracy.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)
ISBN
978-1-5386-9360-5
ISSN
—
e-ISSN
—
Number of pages
5
Pages from-to
238-242
Publisher name
Neuveden
Place of publication
Moskva, Rusko
Event location
Moskva
Event date
Nov 5, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000459238500070

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