Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285359533> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4285359533 endingPage "124" @default.
- W4285359533 startingPage "112" @default.
- W4285359533 abstract "As compared to other conventional biometrics systems, voice is a unique and important metric, where it is used in many vital fields as the security and communication domains that do not need to be expensive to achieve. The purpose of this article is to see how machine learning (ML) algorithms perform for speaker Authentication to recognize impostors. To boost the audios usable in real environments, it was suggested the preprocessing of audio, like noise decreasing and voiced improving. Mel Frequency Cepstral Coefficients (MFCC) and the four features (Amplitude, Zero Crossing, Mean, and Standard Division) are extracted for all audio metrics, straight beside their differentials and accelerations. Then, Vector Quantization (VQ) is applied to these files. The algorithms were prepared and examined on two datasets, by applying k-fold cross-validation. The preparation for testing and comparing the three (ML) approaches are as follows: Support Vector Machine (SVM), One Rule (One-R), Linear Regression (LR). The result of the (SVM) algorithm average accuracy of 96.33 percent was superior. Index Terms— ML, Speaker Authentication, SVM, LR, ONE.R, Impostor." @default.
- W4285359533 created "2022-07-14" @default.
- W4285359533 date "2021-09-30" @default.
- W4285359533 modified "2023-09-27" @default.
- W4285359533 title "Impostor Recognition Based Voice Authentication by Applying Three Machine Learning Algorithms" @default.
- W4285359533 doi "https://doi.org/10.33103/uot.ijccce.21.3.10" @default.
- W4285359533 hasPublicationYear "2021" @default.
- W4285359533 type Work @default.
- W4285359533 citedByCount "0" @default.
- W4285359533 crossrefType "journal-article" @default.
- W4285359533 hasBestOaLocation W42853595331 @default.
- W4285359533 hasConcept C11413529 @default.
- W4285359533 hasConcept C119857082 @default.
- W4285359533 hasConcept C12267149 @default.
- W4285359533 hasConcept C127413603 @default.
- W4285359533 hasConcept C133892786 @default.
- W4285359533 hasConcept C136764020 @default.
- W4285359533 hasConcept C148417208 @default.
- W4285359533 hasConcept C151989614 @default.
- W4285359533 hasConcept C153180895 @default.
- W4285359533 hasConcept C154945302 @default.
- W4285359533 hasConcept C176217482 @default.
- W4285359533 hasConcept C184297639 @default.
- W4285359533 hasConcept C199833920 @default.
- W4285359533 hasConcept C21547014 @default.
- W4285359533 hasConcept C2780615836 @default.
- W4285359533 hasConcept C28490314 @default.
- W4285359533 hasConcept C34736171 @default.
- W4285359533 hasConcept C38652104 @default.
- W4285359533 hasConcept C41008148 @default.
- W4285359533 hasConcept C52622490 @default.
- W4285359533 hasConceptScore W4285359533C11413529 @default.
- W4285359533 hasConceptScore W4285359533C119857082 @default.
- W4285359533 hasConceptScore W4285359533C12267149 @default.
- W4285359533 hasConceptScore W4285359533C127413603 @default.
- W4285359533 hasConceptScore W4285359533C133892786 @default.
- W4285359533 hasConceptScore W4285359533C136764020 @default.
- W4285359533 hasConceptScore W4285359533C148417208 @default.
- W4285359533 hasConceptScore W4285359533C151989614 @default.
- W4285359533 hasConceptScore W4285359533C153180895 @default.
- W4285359533 hasConceptScore W4285359533C154945302 @default.
- W4285359533 hasConceptScore W4285359533C176217482 @default.
- W4285359533 hasConceptScore W4285359533C184297639 @default.
- W4285359533 hasConceptScore W4285359533C199833920 @default.
- W4285359533 hasConceptScore W4285359533C21547014 @default.
- W4285359533 hasConceptScore W4285359533C2780615836 @default.
- W4285359533 hasConceptScore W4285359533C28490314 @default.
- W4285359533 hasConceptScore W4285359533C34736171 @default.
- W4285359533 hasConceptScore W4285359533C38652104 @default.
- W4285359533 hasConceptScore W4285359533C41008148 @default.
- W4285359533 hasConceptScore W4285359533C52622490 @default.
- W4285359533 hasLocation W42853595331 @default.
- W4285359533 hasOpenAccess W4285359533 @default.
- W4285359533 hasPrimaryLocation W42853595331 @default.
- W4285359533 hasRelatedWork W1566994840 @default.
- W4285359533 hasRelatedWork W2122724064 @default.
- W4285359533 hasRelatedWork W2368768466 @default.
- W4285359533 hasRelatedWork W2432604435 @default.
- W4285359533 hasRelatedWork W2559579717 @default.
- W4285359533 hasRelatedWork W2965806117 @default.
- W4285359533 hasRelatedWork W3088722891 @default.
- W4285359533 hasRelatedWork W3155728191 @default.
- W4285359533 hasRelatedWork W4205357519 @default.
- W4285359533 hasRelatedWork W4246349004 @default.
- W4285359533 isParatext "false" @default.
- W4285359533 isRetracted "false" @default.
- W4285359533 workType "article" @default.