Matches in SemOpenAlex for { <https://semopenalex.org/work/W2374312252> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2374312252 abstract "Support Vector Machine(SVM)has been widely used in text-independent speaker verification systems.However,there are lots of training data unbalance problems with this algorithm due to the insufficiency of the data from target speakers.These problems may introduce severe performance degradation in application.So,it will influence the entire system's performance directly by choosing the right impostor.In this paper,we propose two strategies to select impostor's samples in SVM training.Experiments show that the methods proposed in the paper can efficiently solve the above unbalance problems,and significantly improve the performance of the system compared with the traditional methods which are based on random data selection algorithms.By testing the methods in the NIST 2004 benchmark,we have significantly reduced the equal error ratio of the speaker verification system from 0.093 to 0.068." @default.
- W2374312252 created "2016-06-24" @default.
- W2374312252 creator A5057227915 @default.
- W2374312252 date "2008-01-01" @default.
- W2374312252 modified "2023-09-22" @default.
- W2374312252 title "SVM Based Training Data Balance for Speaker Verification" @default.
- W2374312252 hasPublicationYear "2008" @default.
- W2374312252 type Work @default.
- W2374312252 sameAs 2374312252 @default.
- W2374312252 citedByCount "0" @default.
- W2374312252 crossrefType "journal-article" @default.
- W2374312252 hasAuthorship W2374312252A5057227915 @default.
- W2374312252 hasConcept C111219384 @default.
- W2374312252 hasConcept C119857082 @default.
- W2374312252 hasConcept C121332964 @default.
- W2374312252 hasConcept C12267149 @default.
- W2374312252 hasConcept C124101348 @default.
- W2374312252 hasConcept C13280743 @default.
- W2374312252 hasConcept C133892786 @default.
- W2374312252 hasConcept C153180895 @default.
- W2374312252 hasConcept C153294291 @default.
- W2374312252 hasConcept C154945302 @default.
- W2374312252 hasConcept C169258074 @default.
- W2374312252 hasConcept C185798385 @default.
- W2374312252 hasConcept C205649164 @default.
- W2374312252 hasConcept C2777211547 @default.
- W2374312252 hasConcept C28490314 @default.
- W2374312252 hasConcept C2982762665 @default.
- W2374312252 hasConcept C41008148 @default.
- W2374312252 hasConcept C51632099 @default.
- W2374312252 hasConcept C81917197 @default.
- W2374312252 hasConceptScore W2374312252C111219384 @default.
- W2374312252 hasConceptScore W2374312252C119857082 @default.
- W2374312252 hasConceptScore W2374312252C121332964 @default.
- W2374312252 hasConceptScore W2374312252C12267149 @default.
- W2374312252 hasConceptScore W2374312252C124101348 @default.
- W2374312252 hasConceptScore W2374312252C13280743 @default.
- W2374312252 hasConceptScore W2374312252C133892786 @default.
- W2374312252 hasConceptScore W2374312252C153180895 @default.
- W2374312252 hasConceptScore W2374312252C153294291 @default.
- W2374312252 hasConceptScore W2374312252C154945302 @default.
- W2374312252 hasConceptScore W2374312252C169258074 @default.
- W2374312252 hasConceptScore W2374312252C185798385 @default.
- W2374312252 hasConceptScore W2374312252C205649164 @default.
- W2374312252 hasConceptScore W2374312252C2777211547 @default.
- W2374312252 hasConceptScore W2374312252C28490314 @default.
- W2374312252 hasConceptScore W2374312252C2982762665 @default.
- W2374312252 hasConceptScore W2374312252C41008148 @default.
- W2374312252 hasConceptScore W2374312252C51632099 @default.
- W2374312252 hasConceptScore W2374312252C81917197 @default.
- W2374312252 hasLocation W23743122521 @default.
- W2374312252 hasOpenAccess W2374312252 @default.
- W2374312252 hasPrimaryLocation W23743122521 @default.
- W2374312252 hasRelatedWork W1615852913 @default.
- W2374312252 hasRelatedWork W1758982474 @default.
- W2374312252 hasRelatedWork W1876722760 @default.
- W2374312252 hasRelatedWork W1913972154 @default.
- W2374312252 hasRelatedWork W1970480730 @default.
- W2374312252 hasRelatedWork W1982165141 @default.
- W2374312252 hasRelatedWork W1993510065 @default.
- W2374312252 hasRelatedWork W2021153816 @default.
- W2374312252 hasRelatedWork W2075675667 @default.
- W2374312252 hasRelatedWork W2143013253 @default.
- W2374312252 hasRelatedWork W2146700006 @default.
- W2374312252 hasRelatedWork W2179766089 @default.
- W2374312252 hasRelatedWork W2181690137 @default.
- W2374312252 hasRelatedWork W2357367342 @default.
- W2374312252 hasRelatedWork W2357950980 @default.
- W2374312252 hasRelatedWork W2359672708 @default.
- W2374312252 hasRelatedWork W2362967046 @default.
- W2374312252 hasRelatedWork W2363405120 @default.
- W2374312252 hasRelatedWork W2529449779 @default.
- W2374312252 hasRelatedWork W2102712281 @default.
- W2374312252 isParatext "false" @default.
- W2374312252 isRetracted "false" @default.
- W2374312252 magId "2374312252" @default.
- W2374312252 workType "article" @default.