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%2F00216224%3A14740%2F18%3A00113776" target="_blank" >RIV/00216224:14740/18:00113776 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26220/18:PU128864
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 the musical compositions is a modern area of research in the field of music information retrieval (MIR). The musical interpretation of one piece carries a variety of author's intentions that influence the musical character of the 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 Sonat": 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 MRI for determining the origin of a music interpretation with very high accuracy.
Czech name
—
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
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

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

Article name in the collection
2018 10TH INTERNATIONAL CONGRESS ON ULTRA MODERN TELECOMMUNICATIONS AND CONTROL SYSTEMS AND WORKSHOPS (ICUMT 2018): EMERGING TECHNOLOGIES FOR CONNECTED SOCIETY
ISBN
9781538693605
ISSN
2157-0221
e-ISSN
—
Number of pages
5
Pages from-to
„IEEE,IEEEReg8“-„4“
Publisher name
IEEE
Place of publication
NEW YORK
Event location
Moscow, RUSSIA
Event date
Nov 5, 2018
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000459238500070

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