Matches in SemOpenAlex for { <https://semopenalex.org/work/W2092008510> ?p ?o ?g. }
- W2092008510 abstract "In spoken language recognition (SLR), discriminatively trained models always outperform non-discriminative models but computationally expensive and complex to implement. In this paper, we explore a novel approach to discriminative vector space model (VSM) training by using a boosting regression framework, in which an ensemble of VSMs is trained sequentially. The effectiveness of our boosting variation comes from the emphasis on working with the high confidence test data to achieve discriminatively trained models. Our variant of boosting also includes utilizing original training data in VSM training. The discriminative boosting regression (DBR) is applied to the National Institute of Standards and Technology (NIST) language recognition evaluation (LRE) 2009 task and show performance improvements. The experimental results demonstrate that the proposed DBR shows 4.13%, 14.38% and 14.22% relative reduction for 30s, 10s and 3s test utterances in equal error rate (EER) than baseline system." @default.
- W2092008510 created "2016-06-24" @default.
- W2092008510 creator A5026283201 @default.
- W2092008510 creator A5045543880 @default.
- W2092008510 creator A5057117256 @default.
- W2092008510 date "2014-09-01" @default.
- W2092008510 modified "2023-09-22" @default.
- W2092008510 title "Discriminative boosting regression backend for phonotactic language recognition" @default.
- W2092008510 cites W1631260214 @default.
- W2092008510 cites W1877570817 @default.
- W2092008510 cites W1993482042 @default.
- W2092008510 cites W2001732961 @default.
- W2092008510 cites W2004537679 @default.
- W2092008510 cites W2045801524 @default.
- W2092008510 cites W2063541597 @default.
- W2092008510 cites W2100546383 @default.
- W2092008510 cites W2104457544 @default.
- W2092008510 cites W2118585731 @default.
- W2092008510 cites W2150907703 @default.
- W2092008510 cites W2153849757 @default.
- W2092008510 cites W2172287020 @default.
- W2092008510 cites W2474824677 @default.
- W2092008510 cites W3208197947 @default.
- W2092008510 cites W88081813 @default.
- W2092008510 doi "https://doi.org/10.1109/iscslp.2014.6936600" @default.
- W2092008510 hasPublicationYear "2014" @default.
- W2092008510 type Work @default.
- W2092008510 sameAs 2092008510 @default.
- W2092008510 citedByCount "1" @default.
- W2092008510 countsByYear W20920085102014 @default.
- W2092008510 crossrefType "proceedings-article" @default.
- W2092008510 hasAuthorship W2092008510A5026283201 @default.
- W2092008510 hasAuthorship W2092008510A5045543880 @default.
- W2092008510 hasAuthorship W2092008510A5057117256 @default.
- W2092008510 hasConcept C105795698 @default.
- W2092008510 hasConcept C111219384 @default.
- W2092008510 hasConcept C111368507 @default.
- W2092008510 hasConcept C119857082 @default.
- W2092008510 hasConcept C12725497 @default.
- W2092008510 hasConcept C127313418 @default.
- W2092008510 hasConcept C137293760 @default.
- W2092008510 hasConcept C138885662 @default.
- W2092008510 hasConcept C148934300 @default.
- W2092008510 hasConcept C153180895 @default.
- W2092008510 hasConcept C154945302 @default.
- W2092008510 hasConcept C169258074 @default.
- W2092008510 hasConcept C28490314 @default.
- W2092008510 hasConcept C33923547 @default.
- W2092008510 hasConcept C40969351 @default.
- W2092008510 hasConcept C41008148 @default.
- W2092008510 hasConcept C41895202 @default.
- W2092008510 hasConcept C45942800 @default.
- W2092008510 hasConcept C46686674 @default.
- W2092008510 hasConcept C4768521 @default.
- W2092008510 hasConcept C70153297 @default.
- W2092008510 hasConcept C83546350 @default.
- W2092008510 hasConcept C97931131 @default.
- W2092008510 hasConceptScore W2092008510C105795698 @default.
- W2092008510 hasConceptScore W2092008510C111219384 @default.
- W2092008510 hasConceptScore W2092008510C111368507 @default.
- W2092008510 hasConceptScore W2092008510C119857082 @default.
- W2092008510 hasConceptScore W2092008510C12725497 @default.
- W2092008510 hasConceptScore W2092008510C127313418 @default.
- W2092008510 hasConceptScore W2092008510C137293760 @default.
- W2092008510 hasConceptScore W2092008510C138885662 @default.
- W2092008510 hasConceptScore W2092008510C148934300 @default.
- W2092008510 hasConceptScore W2092008510C153180895 @default.
- W2092008510 hasConceptScore W2092008510C154945302 @default.
- W2092008510 hasConceptScore W2092008510C169258074 @default.
- W2092008510 hasConceptScore W2092008510C28490314 @default.
- W2092008510 hasConceptScore W2092008510C33923547 @default.
- W2092008510 hasConceptScore W2092008510C40969351 @default.
- W2092008510 hasConceptScore W2092008510C41008148 @default.
- W2092008510 hasConceptScore W2092008510C41895202 @default.
- W2092008510 hasConceptScore W2092008510C45942800 @default.
- W2092008510 hasConceptScore W2092008510C46686674 @default.
- W2092008510 hasConceptScore W2092008510C4768521 @default.
- W2092008510 hasConceptScore W2092008510C70153297 @default.
- W2092008510 hasConceptScore W2092008510C83546350 @default.
- W2092008510 hasConceptScore W2092008510C97931131 @default.
- W2092008510 hasLocation W20920085101 @default.
- W2092008510 hasOpenAccess W2092008510 @default.
- W2092008510 hasPrimaryLocation W20920085101 @default.
- W2092008510 hasRelatedWork W1566877644 @default.
- W2092008510 hasRelatedWork W174062722 @default.
- W2092008510 hasRelatedWork W1972905545 @default.
- W2092008510 hasRelatedWork W1979136262 @default.
- W2092008510 hasRelatedWork W1995304230 @default.
- W2092008510 hasRelatedWork W2017035127 @default.
- W2092008510 hasRelatedWork W2022768064 @default.
- W2092008510 hasRelatedWork W2075546307 @default.
- W2092008510 hasRelatedWork W2078938683 @default.
- W2092008510 hasRelatedWork W2091544142 @default.
- W2092008510 hasRelatedWork W2094070515 @default.
- W2092008510 hasRelatedWork W2112752961 @default.
- W2092008510 hasRelatedWork W2120498807 @default.
- W2092008510 hasRelatedWork W2128201184 @default.
- W2092008510 hasRelatedWork W2128661689 @default.
- W2092008510 hasRelatedWork W2158808283 @default.
- W2092008510 hasRelatedWork W2172045870 @default.