Matches in SemOpenAlex for { <https://semopenalex.org/work/W3093732145> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W3093732145 abstract "In this research paper, we describe and compare some methods of extracting features from sound data: one widely used feature extraction technique in speech analysis is the mel-frequency cepstral coefficients (MFCC) while the other is a relatively new tool, empirical mode decomposition (EMD), with which any complex dataset may be broken down into a small number of intrinsic mode functions (IMFs) that accept well-behaved Hilbert–Huang transforms (HHT). The main advantage of EMD over mel filters is that it provides the original signal with a full and finite orthogonal basis, separating the high-frequency components (e.g., random noise). Any classification problem is highly dependent on the feature set in consideration, so in this paper, we present EMD as a novel feature extraction technique for sound data to enhance the performance of the multi-class classification models. Further, we go into the details of the effectiveness of different classifiers on each of the feature extraction methods to provide a thoroughly investigated result set for best classification accuracy." @default.
- W3093732145 created "2020-10-29" @default.
- W3093732145 creator A5007629539 @default.
- W3093732145 creator A5056500794 @default.
- W3093732145 creator A5080566768 @default.
- W3093732145 creator A5085316876 @default.
- W3093732145 date "2020-10-22" @default.
- W3093732145 modified "2023-09-25" @default.
- W3093732145 title "Enhancement and Comparative Analysis of Environmental Sound Classification Using MFCC and Empirical Mode Decomposition" @default.
- W3093732145 cites W1975674349 @default.
- W3093732145 cites W2007221293 @default.
- W3093732145 cites W2015198874 @default.
- W3093732145 cites W2052666245 @default.
- W3093732145 cites W2100564287 @default.
- W3093732145 cites W2164975487 @default.
- W3093732145 doi "https://doi.org/10.1007/978-981-15-7078-0_21" @default.
- W3093732145 hasPublicationYear "2020" @default.
- W3093732145 type Work @default.
- W3093732145 sameAs 3093732145 @default.
- W3093732145 citedByCount "0" @default.
- W3093732145 crossrefType "book-chapter" @default.
- W3093732145 hasAuthorship W3093732145A5007629539 @default.
- W3093732145 hasAuthorship W3093732145A5056500794 @default.
- W3093732145 hasAuthorship W3093732145A5080566768 @default.
- W3093732145 hasAuthorship W3093732145A5085316876 @default.
- W3093732145 hasConcept C111919701 @default.
- W3093732145 hasConcept C112633086 @default.
- W3093732145 hasConcept C115961682 @default.
- W3093732145 hasConcept C138885662 @default.
- W3093732145 hasConcept C151989614 @default.
- W3093732145 hasConcept C153180895 @default.
- W3093732145 hasConcept C154945302 @default.
- W3093732145 hasConcept C177264268 @default.
- W3093732145 hasConcept C199360897 @default.
- W3093732145 hasConcept C25570617 @default.
- W3093732145 hasConcept C2776401178 @default.
- W3093732145 hasConcept C28490314 @default.
- W3093732145 hasConcept C41008148 @default.
- W3093732145 hasConcept C41895202 @default.
- W3093732145 hasConcept C48677424 @default.
- W3093732145 hasConcept C52622490 @default.
- W3093732145 hasConcept C76155785 @default.
- W3093732145 hasConcept C99498987 @default.
- W3093732145 hasConceptScore W3093732145C111919701 @default.
- W3093732145 hasConceptScore W3093732145C112633086 @default.
- W3093732145 hasConceptScore W3093732145C115961682 @default.
- W3093732145 hasConceptScore W3093732145C138885662 @default.
- W3093732145 hasConceptScore W3093732145C151989614 @default.
- W3093732145 hasConceptScore W3093732145C153180895 @default.
- W3093732145 hasConceptScore W3093732145C154945302 @default.
- W3093732145 hasConceptScore W3093732145C177264268 @default.
- W3093732145 hasConceptScore W3093732145C199360897 @default.
- W3093732145 hasConceptScore W3093732145C25570617 @default.
- W3093732145 hasConceptScore W3093732145C2776401178 @default.
- W3093732145 hasConceptScore W3093732145C28490314 @default.
- W3093732145 hasConceptScore W3093732145C41008148 @default.
- W3093732145 hasConceptScore W3093732145C41895202 @default.
- W3093732145 hasConceptScore W3093732145C48677424 @default.
- W3093732145 hasConceptScore W3093732145C52622490 @default.
- W3093732145 hasConceptScore W3093732145C76155785 @default.
- W3093732145 hasConceptScore W3093732145C99498987 @default.
- W3093732145 hasLocation W30937321451 @default.
- W3093732145 hasOpenAccess W3093732145 @default.
- W3093732145 hasPrimaryLocation W30937321451 @default.
- W3093732145 hasRelatedWork W1367335 @default.
- W3093732145 hasRelatedWork W14012258 @default.
- W3093732145 hasRelatedWork W14456953 @default.
- W3093732145 hasRelatedWork W193006 @default.
- W3093732145 hasRelatedWork W2883085 @default.
- W3093732145 hasRelatedWork W4661805 @default.
- W3093732145 hasRelatedWork W6882942 @default.
- W3093732145 hasRelatedWork W7296353 @default.
- W3093732145 hasRelatedWork W9143300 @default.
- W3093732145 hasRelatedWork W9547545 @default.
- W3093732145 isParatext "false" @default.
- W3093732145 isRetracted "false" @default.
- W3093732145 magId "3093732145" @default.
- W3093732145 workType "book-chapter" @default.