Evaluation of chord and chroma features and dynamic time warping scores on cover song identification task
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10237430" target="_blank" >RIV/61989100:27240/17:10237430 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11320/17:10360159 RIV/61989100:27740/17:10237430
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-319-59105-6_18" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-319-59105-6_18</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-59105-6_18" target="_blank" >10.1007/978-3-319-59105-6_18</a>
Alternative languages
Result language
angličtina
Original language name
Evaluation of chord and chroma features and dynamic time warping scores on cover song identification task
Original language description
Cover song identification has been a popular task within music information retrieval in the 20th century. The task is to identify a different version or performance of a previously recorded song. Unlike audio search for an exact matching song, this task has not yet been popularized among users, due to an ambiguous definition of a cover song and the complexity of the problem. With a great variety of methods proposed on the benchmarking challenges, it is increasingly difficult to compare advantages and disadvantages of the features and algorithms. We provide a comparison of three levels of feature extraction (chroma features, chroma vector distances, chord distances) and show how each level affects the results. We further distinguish five scores for dynamic time warping method, to find the best performance in conjunction with the features. Results were evaluated on covers80 and SecondHandSongs datasets and compared to the state-of-the-art. © IFIP International Federation for Information Processing 2017.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
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)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science. Volume 10244
ISBN
978-3-319-59104-9
ISSN
0302-9743
e-ISSN
neuvedeno
Number of pages
13
Pages from-to
205-217
Publisher name
Springer
Place of publication
Cham
Event location
Białystok
Event date
Jun 16, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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