FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1567690964> ?p ?o ?g. }

• W1567690964 abstract "Recent progress in acoustic modeling with deep neural network has significantly improved the performance of automatic speech recognition systems. However, it remains as an open problem how to rapidly adapt these networks with limited, unsupervised, data. Most existing methods to adapt a neural network involve modifying a large number of parameters thus rapid adaptation is not possible with these schemes. In this paper, the multi-basis adaptive neural network is proposed, a new neural network configuration which only requires very few parameters for adaptation. By modifying the topology of a single multi-layer perception, a set of sub-networks with restricted connectivity are introduced to collaboratively capture different acoustic properties. The outputs of those sub-networks are combined by speaker-dependent interpolation weights. In addition, the complete system can be optimized in an adaptive training fashion when non-homogeneous training data are used. The performance of unsupervised adaptation is evaluated on two datasets. It outperforms the speaker-independent hybrid DNN-HMM baseline both on the Broadcast News English and the AURORA-4 tasks." @default.
• W1567690964 created "2016-06-24" @default.
• W1567690964 creator A5026630623 @default.
• W1567690964 creator A5050766679 @default.
• W1567690964 date "2015-04-01" @default.
• W1567690964 modified "2023-09-25" @default.
• W1567690964 title "Multi-basis adaptive neural network for rapid adaptation in speech recognition" @default.
• W1567690964 cites W1218987319 @default.
• W1567690964 cites W1513862252 @default.
• W1567690964 cites W1985371235 @default.
• W1567690964 cites W1989549063 @default.
• W1567690964 cites W1993409002 @default.
• W1567690964 cites W2002342963 @default.
• W1567690964 cites W2056825827 @default.
• W1567690964 cites W2069631319 @default.
• W1567690964 cites W2079623482 @default.
• W1567690964 cites W2080005694 @default.
• W1567690964 cites W2087006792 @default.
• W1567690964 cites W2090320273 @default.
• W1567690964 cites W2100969003 @default.
• W1567690964 cites W2117239706 @default.
• W1567690964 cites W2117824967 @default.
• W1567690964 cites W2146871184 @default.
• W1567690964 cites W2147768505 @default.
• W1567690964 cites W2160306971 @default.
• W1567690964 cites W2160815625 @default.
• W1567690964 cites W2397860787 @default.
• W1567690964 cites W3149335959 @default.
• W1567690964 cites W82936479 @default.
• W1567690964 doi "https://doi.org/10.1109/icassp.2015.7178785" @default.
• W1567690964 hasPublicationYear "2015" @default.
• W1567690964 type Work @default.
• W1567690964 sameAs 1567690964 @default.
• W1567690964 citedByCount "65" @default.
• W1567690964 countsByYear W15676909642015 @default.
• W1567690964 countsByYear W15676909642016 @default.
• W1567690964 countsByYear W15676909642017 @default.
• W1567690964 countsByYear W15676909642018 @default.
• W1567690964 countsByYear W15676909642019 @default.
• W1567690964 countsByYear W15676909642020 @default.
• W1567690964 countsByYear W15676909642021 @default.
• W1567690964 countsByYear W15676909642022 @default.
• W1567690964 countsByYear W15676909642023 @default.
• W1567690964 crossrefType "proceedings-article" @default.
• W1567690964 hasAuthorship W1567690964A5026630623 @default.
• W1567690964 hasAuthorship W1567690964A5050766679 @default.
• W1567690964 hasBestOaLocation W15676909642 @default.
• W1567690964 hasConcept C104114177 @default.
• W1567690964 hasConcept C119857082 @default.
• W1567690964 hasConcept C120665830 @default.
• W1567690964 hasConcept C121332964 @default.
• W1567690964 hasConcept C12426560 @default.
• W1567690964 hasConcept C137800194 @default.
• W1567690964 hasConcept C139807058 @default.
• W1567690964 hasConcept C153180895 @default.
• W1567690964 hasConcept C154945302 @default.
• W1567690964 hasConcept C175202392 @default.
• W1567690964 hasConcept C177264268 @default.
• W1567690964 hasConcept C199360897 @default.
• W1567690964 hasConcept C23224414 @default.
• W1567690964 hasConcept C2524010 @default.
• W1567690964 hasConcept C28490314 @default.
• W1567690964 hasConcept C33923547 @default.
• W1567690964 hasConcept C41008148 @default.
• W1567690964 hasConcept C50644808 @default.
• W1567690964 hasConceptScore W1567690964C104114177 @default.
• W1567690964 hasConceptScore W1567690964C119857082 @default.
• W1567690964 hasConceptScore W1567690964C120665830 @default.
• W1567690964 hasConceptScore W1567690964C121332964 @default.
• W1567690964 hasConceptScore W1567690964C12426560 @default.
• W1567690964 hasConceptScore W1567690964C137800194 @default.
• W1567690964 hasConceptScore W1567690964C139807058 @default.
• W1567690964 hasConceptScore W1567690964C153180895 @default.
• W1567690964 hasConceptScore W1567690964C154945302 @default.
• W1567690964 hasConceptScore W1567690964C175202392 @default.
• W1567690964 hasConceptScore W1567690964C177264268 @default.
• W1567690964 hasConceptScore W1567690964C199360897 @default.
• W1567690964 hasConceptScore W1567690964C23224414 @default.
• W1567690964 hasConceptScore W1567690964C2524010 @default.
• W1567690964 hasConceptScore W1567690964C28490314 @default.
• W1567690964 hasConceptScore W1567690964C33923547 @default.
• W1567690964 hasConceptScore W1567690964C41008148 @default.
• W1567690964 hasConceptScore W1567690964C50644808 @default.
• W1567690964 hasLocation W15676909641 @default.
• W1567690964 hasLocation W15676909642 @default.
• W1567690964 hasOpenAccess W1567690964 @default.
• W1567690964 hasPrimaryLocation W15676909641 @default.
• W1567690964 hasRelatedWork W1590828106 @default.
• W1567690964 hasRelatedWork W1603759003 @default.
• W1567690964 hasRelatedWork W2107908983 @default.
• W1567690964 hasRelatedWork W2155033763 @default.
• W1567690964 hasRelatedWork W2158120945 @default.
• W1567690964 hasRelatedWork W2170807154 @default.
• W1567690964 hasRelatedWork W2366803925 @default.
• W1567690964 hasRelatedWork W2386387936 @default.
• W1567690964 hasRelatedWork W2539985974 @default.
• W1567690964 hasRelatedWork W2621558712 @default.
• W1567690964 isParatext "false" @default.
• W1567690964 isRetracted "false" @default.
• W1567690964 magId "1567690964" @default.

• next