Identification and classification of defects in vinyl disc records

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F18%3A00321872" target="_blank" >RIV/68407700:21230/18:00321872 - isvavai.cz</a>
Result on the web
<a href="http://radio.feld.cvut.cz/conf/poster/proceedings/Poster_2018/Section_NS/NS_062_Moldan.pdf" target="_blank" >http://radio.feld.cvut.cz/conf/poster/proceedings/Poster_2018/Section_NS/NS_062_Moldan.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Identification and classification of defects in vinyl disc records
Original language description
This paper presents current research focusing on identification and classification of defects on vinyl discs. To identify defects, identification method using wavelet transform model is adopted from literature. The current project’s goal is to classify the identified defects by use of KNN classification algorithm. This method is now able to successfully identify 57 % of the records. These results are expected to be further improved by performing larger number of tests and after testing various modifications of the algorithm.
Czech name
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Czech description
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Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the International Student Scientific Conference Poster – 22/2018
ISBN
978-80-01-06428-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
1-4
Publisher name
Czech Technical University in Prague
Place of publication
Praha
Event location
Praha
Event date
May 10, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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