Matches in SemOpenAlex for { <https://semopenalex.org/work/W2939479117> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2939479117 abstract "Speaker recognition (identification/verification) is the computing task of validating a user’s claimed identity using speaker specific information included in speech waves: that is, it enables access control of various services by voice. Discrete Wavelet Transform (DWT) based systems for speaker recognition have shown robust results for several years and are widely used in speaker recognition applications. This paper is based on text independent speaker recognition system that makes use of Discrete Wavelet Transform (DWT) as a feature extraction and kernel Support Vector Machine (SVM) approach as a classification tool for taking the decision through applying simplified-Class Support Vector Machine approach. The proposed SVM approach can convert local Euclidean distances between frame vectors to angles by projecting these -dimensional vectors together, and get the minimum global distance from the non-linear aligned speech path in order to address audio classification, and hence, sound recognition.The DWT for each frame of the spoken word are taken as a tool for extracting the main feature as a data code vectors, next these data is normalized utilizing the normalized power algorithm that is used to reduce the number of feature vector coefficients then these data is scaled and tested with those stored of the training spoken words to achieve the speaker identification tasks, also the DWT gives fixed amount of data that can be utilized modesty by SVM.Finally, the proposed method is tested and trained upon a very large data base with results limited to ten speakers only (5 males and 5 females) with words of maximally 17 phenomena and its performance gives an accurate and stable results which rises the algorithm efficiency and reduce the execution time with 97% overall accuracy." @default.
- W2939479117 created "2019-04-25" @default.
- W2939479117 creator A5003921740 @default.
- W2939479117 creator A5035114676 @default.
- W2939479117 creator A5047630475 @default.
- W2939479117 date "2013-09-01" @default.
- W2939479117 modified "2023-09-27" @default.
- W2939479117 title "Speech Recognition using Wavelets and Improved SVM" @default.
- W2939479117 cites W1606491534 @default.
- W2939479117 cites W2153849757 @default.
- W2939479117 doi "https://doi.org/10.31185/ejuow.vol1.iss2.13" @default.
- W2939479117 hasPublicationYear "2013" @default.
- W2939479117 type Work @default.
- W2939479117 sameAs 2939479117 @default.
- W2939479117 citedByCount "0" @default.
- W2939479117 crossrefType "journal-article" @default.
- W2939479117 hasAuthorship W2939479117A5003921740 @default.
- W2939479117 hasAuthorship W2939479117A5035114676 @default.
- W2939479117 hasAuthorship W2939479117A5047630475 @default.
- W2939479117 hasConcept C114614502 @default.
- W2939479117 hasConcept C120174047 @default.
- W2939479117 hasConcept C12267149 @default.
- W2939479117 hasConcept C126042441 @default.
- W2939479117 hasConcept C133892786 @default.
- W2939479117 hasConcept C138885662 @default.
- W2939479117 hasConcept C149838564 @default.
- W2939479117 hasConcept C151989614 @default.
- W2939479117 hasConcept C153180895 @default.
- W2939479117 hasConcept C154945302 @default.
- W2939479117 hasConcept C196216189 @default.
- W2939479117 hasConcept C2524010 @default.
- W2939479117 hasConcept C2776401178 @default.
- W2939479117 hasConcept C28490314 @default.
- W2939479117 hasConcept C33923547 @default.
- W2939479117 hasConcept C41008148 @default.
- W2939479117 hasConcept C41895202 @default.
- W2939479117 hasConcept C46286280 @default.
- W2939479117 hasConcept C47432892 @default.
- W2939479117 hasConcept C52622490 @default.
- W2939479117 hasConcept C74193536 @default.
- W2939479117 hasConcept C76155785 @default.
- W2939479117 hasConcept C83665646 @default.
- W2939479117 hasConcept C90805587 @default.
- W2939479117 hasConceptScore W2939479117C114614502 @default.
- W2939479117 hasConceptScore W2939479117C120174047 @default.
- W2939479117 hasConceptScore W2939479117C12267149 @default.
- W2939479117 hasConceptScore W2939479117C126042441 @default.
- W2939479117 hasConceptScore W2939479117C133892786 @default.
- W2939479117 hasConceptScore W2939479117C138885662 @default.
- W2939479117 hasConceptScore W2939479117C149838564 @default.
- W2939479117 hasConceptScore W2939479117C151989614 @default.
- W2939479117 hasConceptScore W2939479117C153180895 @default.
- W2939479117 hasConceptScore W2939479117C154945302 @default.
- W2939479117 hasConceptScore W2939479117C196216189 @default.
- W2939479117 hasConceptScore W2939479117C2524010 @default.
- W2939479117 hasConceptScore W2939479117C2776401178 @default.
- W2939479117 hasConceptScore W2939479117C28490314 @default.
- W2939479117 hasConceptScore W2939479117C33923547 @default.
- W2939479117 hasConceptScore W2939479117C41008148 @default.
- W2939479117 hasConceptScore W2939479117C41895202 @default.
- W2939479117 hasConceptScore W2939479117C46286280 @default.
- W2939479117 hasConceptScore W2939479117C47432892 @default.
- W2939479117 hasConceptScore W2939479117C52622490 @default.
- W2939479117 hasConceptScore W2939479117C74193536 @default.
- W2939479117 hasConceptScore W2939479117C76155785 @default.
- W2939479117 hasConceptScore W2939479117C83665646 @default.
- W2939479117 hasConceptScore W2939479117C90805587 @default.
- W2939479117 hasLocation W29394791171 @default.
- W2939479117 hasOpenAccess W2939479117 @default.
- W2939479117 hasPrimaryLocation W29394791171 @default.
- W2939479117 hasRelatedWork W1616425089 @default.
- W2939479117 hasRelatedWork W1972104818 @default.
- W2939479117 hasRelatedWork W2025441650 @default.
- W2939479117 hasRelatedWork W2075354365 @default.
- W2939479117 hasRelatedWork W2138173536 @default.
- W2939479117 hasRelatedWork W2155448389 @default.
- W2939479117 hasRelatedWork W2155671730 @default.
- W2939479117 hasRelatedWork W2169817815 @default.
- W2939479117 hasRelatedWork W2172260039 @default.
- W2939479117 hasRelatedWork W2348248499 @default.
- W2939479117 hasRelatedWork W2379077913 @default.
- W2939479117 hasRelatedWork W2490432206 @default.
- W2939479117 hasRelatedWork W2535632265 @default.
- W2939479117 hasRelatedWork W2888068624 @default.
- W2939479117 hasRelatedWork W2951240141 @default.
- W2939479117 hasRelatedWork W2963127708 @default.
- W2939479117 hasRelatedWork W3006779671 @default.
- W2939479117 hasRelatedWork W3207687945 @default.
- W2939479117 hasRelatedWork W434302057 @default.
- W2939479117 hasRelatedWork W2585501518 @default.
- W2939479117 isParatext "false" @default.
- W2939479117 isRetracted "false" @default.
- W2939479117 magId "2939479117" @default.
- W2939479117 workType "article" @default.