Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912844525> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2912844525 abstract "In this paper we present a data driven vocal tract area function (VTAF) estimation using Deep Neural Networks (DNN). We approach the VTAF estimation problem based on sequence to sequence learning neural networks, where regression over a sliding window is used to learn arbitrary non-linear one-to-many mapping from the input feature sequence to the target articulatory sequence. We propose two schemes for efficient estimation of the VTAF; (1) a direct estimation of the area function values and (2) an indirect estimation via predicting the vocal tract boundaries. We consider acoustic speech and phone sequence as two possible input modalities for the DNN estimators. Experimental evaluations are performed over a large data comprising acoustic and phonetic features with parallel articulatory information from the USC-TIMIT database. Our results show that the proposed direct and indirect schemes perform the VTAF estimation with mean absolute error (MAE) rates lower than 1.65 mm, where the direct estimation scheme is observed to perform better than the indirect scheme." @default.
- W2912844525 created "2019-02-21" @default.
- W2912844525 creator A5064993025 @default.
- W2912844525 creator A5069030230 @default.
- W2912844525 date "2018-12-01" @default.
- W2912844525 modified "2023-09-23" @default.
- W2912844525 title "A Deep Learning Approach for Data Driven Vocal Tract Area Function Estimation" @default.
- W2912844525 cites W1982854652 @default.
- W2912844525 cites W1995562189 @default.
- W2912844525 cites W2013139082 @default.
- W2912844525 cites W2034829178 @default.
- W2912844525 cites W2066381494 @default.
- W2912844525 cites W2095705004 @default.
- W2912844525 cites W2115119650 @default.
- W2912844525 cites W2137069959 @default.
- W2912844525 cites W2182927573 @default.
- W2912844525 cites W2402144811 @default.
- W2912844525 cites W2737658251 @default.
- W2912844525 cites W2747580863 @default.
- W2912844525 cites W2793399581 @default.
- W2912844525 cites W2921383185 @default.
- W2912844525 cites W2964121744 @default.
- W2912844525 doi "https://doi.org/10.1109/slt.2018.8639582" @default.
- W2912844525 hasPublicationYear "2018" @default.
- W2912844525 type Work @default.
- W2912844525 sameAs 2912844525 @default.
- W2912844525 citedByCount "3" @default.
- W2912844525 countsByYear W29128445252020 @default.
- W2912844525 countsByYear W29128445252021 @default.
- W2912844525 crossrefType "proceedings-article" @default.
- W2912844525 hasAuthorship W2912844525A5064993025 @default.
- W2912844525 hasAuthorship W2912844525A5069030230 @default.
- W2912844525 hasBestOaLocation W29128445252 @default.
- W2912844525 hasConcept C102392041 @default.
- W2912844525 hasConcept C105795698 @default.
- W2912844525 hasConcept C108583219 @default.
- W2912844525 hasConcept C111919701 @default.
- W2912844525 hasConcept C138885662 @default.
- W2912844525 hasConcept C14036430 @default.
- W2912844525 hasConcept C153180895 @default.
- W2912844525 hasConcept C154945302 @default.
- W2912844525 hasConcept C185429906 @default.
- W2912844525 hasConcept C23224414 @default.
- W2912844525 hasConcept C2776401178 @default.
- W2912844525 hasConcept C2778112365 @default.
- W2912844525 hasConcept C2778724510 @default.
- W2912844525 hasConcept C2778751112 @default.
- W2912844525 hasConcept C28490314 @default.
- W2912844525 hasConcept C33923547 @default.
- W2912844525 hasConcept C41008148 @default.
- W2912844525 hasConcept C41895202 @default.
- W2912844525 hasConcept C47401133 @default.
- W2912844525 hasConcept C50644808 @default.
- W2912844525 hasConcept C54355233 @default.
- W2912844525 hasConcept C78458016 @default.
- W2912844525 hasConcept C86803240 @default.
- W2912844525 hasConceptScore W2912844525C102392041 @default.
- W2912844525 hasConceptScore W2912844525C105795698 @default.
- W2912844525 hasConceptScore W2912844525C108583219 @default.
- W2912844525 hasConceptScore W2912844525C111919701 @default.
- W2912844525 hasConceptScore W2912844525C138885662 @default.
- W2912844525 hasConceptScore W2912844525C14036430 @default.
- W2912844525 hasConceptScore W2912844525C153180895 @default.
- W2912844525 hasConceptScore W2912844525C154945302 @default.
- W2912844525 hasConceptScore W2912844525C185429906 @default.
- W2912844525 hasConceptScore W2912844525C23224414 @default.
- W2912844525 hasConceptScore W2912844525C2776401178 @default.
- W2912844525 hasConceptScore W2912844525C2778112365 @default.
- W2912844525 hasConceptScore W2912844525C2778724510 @default.
- W2912844525 hasConceptScore W2912844525C2778751112 @default.
- W2912844525 hasConceptScore W2912844525C28490314 @default.
- W2912844525 hasConceptScore W2912844525C33923547 @default.
- W2912844525 hasConceptScore W2912844525C41008148 @default.
- W2912844525 hasConceptScore W2912844525C41895202 @default.
- W2912844525 hasConceptScore W2912844525C47401133 @default.
- W2912844525 hasConceptScore W2912844525C50644808 @default.
- W2912844525 hasConceptScore W2912844525C54355233 @default.
- W2912844525 hasConceptScore W2912844525C78458016 @default.
- W2912844525 hasConceptScore W2912844525C86803240 @default.
- W2912844525 hasLocation W29128445251 @default.
- W2912844525 hasLocation W29128445252 @default.
- W2912844525 hasOpenAccess W2912844525 @default.
- W2912844525 hasPrimaryLocation W29128445251 @default.
- W2912844525 hasRelatedWork W1006721676 @default.
- W2912844525 hasRelatedWork W2738221750 @default.
- W2912844525 hasRelatedWork W2766146978 @default.
- W2912844525 hasRelatedWork W2773120646 @default.
- W2912844525 hasRelatedWork W4245792239 @default.
- W2912844525 hasRelatedWork W4251953936 @default.
- W2912844525 hasRelatedWork W4297779434 @default.
- W2912844525 hasRelatedWork W4318482810 @default.
- W2912844525 hasRelatedWork W2480412556 @default.
- W2912844525 hasRelatedWork W3108696707 @default.
- W2912844525 isParatext "false" @default.
- W2912844525 isRetracted "false" @default.
- W2912844525 magId "2912844525" @default.
- W2912844525 workType "article" @default.