Matches in SemOpenAlex for { <https://semopenalex.org/work/W3117666062> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3117666062 endingPage "560" @default.
- W3117666062 startingPage "555" @default.
- W3117666062 abstract "Music is basically a sound arranged in such a way to produce a harmonious and rhythmic sound. The basis of music is a tone, which is a natural sound and has different frequencies for each sound. Each constant sound represents a tone. The tones can also be represented in a chord. Humans are capable of creating a sound or imitating a tone from other human beings, but they are naturally unable to represent them into musical notation without musical instruments. This research addresses a model of Hum-to-Chord (H2C) conversion using a Chroma Feature (CF) to extract the characteristics and a Hidden Markov Model (HMM) to classify them. A 10-fold cross-validating shows that the best model is represented by the chroma coefficients of 55 and HMM with a codebook of 16, which gives an average accuracy of 94.83%. Examining on a 30% testing set proves that the best model has a high accuracy of up to 97.78%. Most errors come from the chords with both high and low octaves since they are unstable. Compared to a similar model called musical note classification (MNC), the proposed H2C model performs better in terms of both accuracy and complexity." @default.
- W3117666062 created "2021-01-05" @default.
- W3117666062 creator A5052773512 @default.
- W3117666062 creator A5089966896 @default.
- W3117666062 date "2020-12-30" @default.
- W3117666062 modified "2023-10-14" @default.
- W3117666062 title "HUM-TO-CHORD CONVERSION USING CHROMA FEATURES AND HIDDEN MARKOV MODEL" @default.
- W3117666062 cites W1540613698 @default.
- W3117666062 cites W1672047425 @default.
- W3117666062 cites W1680392829 @default.
- W3117666062 cites W180409659 @default.
- W3117666062 cites W1963838958 @default.
- W3117666062 cites W1982446897 @default.
- W3117666062 cites W1995003300 @default.
- W3117666062 cites W2027518030 @default.
- W3117666062 cites W2060986495 @default.
- W3117666062 cites W2128064068 @default.
- W3117666062 cites W2142416747 @default.
- W3117666062 cites W2142669986 @default.
- W3117666062 cites W2155955521 @default.
- W3117666062 cites W2162064184 @default.
- W3117666062 cites W2168987487 @default.
- W3117666062 cites W2398597216 @default.
- W3117666062 cites W2555946274 @default.
- W3117666062 cites W2964111193 @default.
- W3117666062 cites W3112557664 @default.
- W3117666062 cites W3135892461 @default.
- W3117666062 doi "https://doi.org/10.47839/ijc.19.4.1988" @default.
- W3117666062 hasPublicationYear "2020" @default.
- W3117666062 type Work @default.
- W3117666062 sameAs 3117666062 @default.
- W3117666062 citedByCount "0" @default.
- W3117666062 crossrefType "journal-article" @default.
- W3117666062 hasAuthorship W3117666062A5052773512 @default.
- W3117666062 hasAuthorship W3117666062A5089966896 @default.
- W3117666062 hasBestOaLocation W31176660621 @default.
- W3117666062 hasConcept C120314980 @default.
- W3117666062 hasConcept C127759330 @default.
- W3117666062 hasConcept C138885662 @default.
- W3117666062 hasConcept C142362112 @default.
- W3117666062 hasConcept C153180895 @default.
- W3117666062 hasConcept C153349607 @default.
- W3117666062 hasConcept C154945302 @default.
- W3117666062 hasConcept C177264268 @default.
- W3117666062 hasConcept C194147245 @default.
- W3117666062 hasConcept C199360897 @default.
- W3117666062 hasConcept C23161992 @default.
- W3117666062 hasConcept C23224414 @default.
- W3117666062 hasConcept C2780583480 @default.
- W3117666062 hasConcept C28490314 @default.
- W3117666062 hasConcept C41008148 @default.
- W3117666062 hasConcept C41895202 @default.
- W3117666062 hasConcept C52119013 @default.
- W3117666062 hasConcept C554144382 @default.
- W3117666062 hasConcept C558565934 @default.
- W3117666062 hasConceptScore W3117666062C120314980 @default.
- W3117666062 hasConceptScore W3117666062C127759330 @default.
- W3117666062 hasConceptScore W3117666062C138885662 @default.
- W3117666062 hasConceptScore W3117666062C142362112 @default.
- W3117666062 hasConceptScore W3117666062C153180895 @default.
- W3117666062 hasConceptScore W3117666062C153349607 @default.
- W3117666062 hasConceptScore W3117666062C154945302 @default.
- W3117666062 hasConceptScore W3117666062C177264268 @default.
- W3117666062 hasConceptScore W3117666062C194147245 @default.
- W3117666062 hasConceptScore W3117666062C199360897 @default.
- W3117666062 hasConceptScore W3117666062C23161992 @default.
- W3117666062 hasConceptScore W3117666062C23224414 @default.
- W3117666062 hasConceptScore W3117666062C2780583480 @default.
- W3117666062 hasConceptScore W3117666062C28490314 @default.
- W3117666062 hasConceptScore W3117666062C41008148 @default.
- W3117666062 hasConceptScore W3117666062C41895202 @default.
- W3117666062 hasConceptScore W3117666062C52119013 @default.
- W3117666062 hasConceptScore W3117666062C554144382 @default.
- W3117666062 hasConceptScore W3117666062C558565934 @default.
- W3117666062 hasLocation W31176660621 @default.
- W3117666062 hasOpenAccess W3117666062 @default.
- W3117666062 hasPrimaryLocation W31176660621 @default.
- W3117666062 hasRelatedWork W10427819 @default.
- W3117666062 hasRelatedWork W13739148 @default.
- W3117666062 hasRelatedWork W13842339 @default.
- W3117666062 hasRelatedWork W14254504 @default.
- W3117666062 hasRelatedWork W14446789 @default.
- W3117666062 hasRelatedWork W2629646 @default.
- W3117666062 hasRelatedWork W4854767 @default.
- W3117666062 hasRelatedWork W5470487 @default.
- W3117666062 hasRelatedWork W6125827 @default.
- W3117666062 hasRelatedWork W8589383 @default.
- W3117666062 isParatext "false" @default.
- W3117666062 isRetracted "false" @default.
- W3117666062 magId "3117666062" @default.
- W3117666062 workType "article" @default.