Matches in SemOpenAlex for { <https://semopenalex.org/work/W4288021718> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4288021718 abstract "This paper focuses on the problem of query by example spoken term detection (QbE-STD) in zero-resource scenario. State-of-the-art approaches primarily rely on dynamic time warping (DTW) based template matching techniques using phone posterior or bottleneck features extracted from a deep neural network (DNN). We use both monolingual and multilingual bottleneck features, and show that multilingual features perform increasingly better with more training languages. Previously, it has been shown that the DTW based matching can be replaced with a CNN based matching while using posterior features. Here, we show that the CNN based matching outperforms DTW based matching using bottleneck features as well. In this case, the feature extraction and pattern matching stages of our QbE-STD system are optimized independently of each other. We propose to integrate these two stages in a fully neural network based end-to-end learning framework to enable joint optimization of those two stages simultaneously. The proposed approaches are evaluated on two challenging multilingual datasets: Spoken Web Search 2013 and Query by Example Search on Speech Task 2014, demonstrating in each case significant improvements." @default.
- W4288021718 created "2022-07-26" @default.
- W4288021718 creator A5016284564 @default.
- W4288021718 creator A5047712456 @default.
- W4288021718 creator A5067857655 @default.
- W4288021718 date "2019-11-19" @default.
- W4288021718 modified "2023-09-27" @default.
- W4288021718 title "Neural Network based End-to-End Query by Example Spoken Term Detection" @default.
- W4288021718 hasPublicationYear "2019" @default.
- W4288021718 type Work @default.
- W4288021718 citedByCount "0" @default.
- W4288021718 crossrefType "posted-content" @default.
- W4288021718 hasAuthorship W4288021718A5016284564 @default.
- W4288021718 hasAuthorship W4288021718A5047712456 @default.
- W4288021718 hasAuthorship W4288021718A5067857655 @default.
- W4288021718 hasBestOaLocation W42880217181 @default.
- W4288021718 hasConcept C105795698 @default.
- W4288021718 hasConcept C121332964 @default.
- W4288021718 hasConcept C138885662 @default.
- W4288021718 hasConcept C149635348 @default.
- W4288021718 hasConcept C153180895 @default.
- W4288021718 hasConcept C154945302 @default.
- W4288021718 hasConcept C162324750 @default.
- W4288021718 hasConcept C164120249 @default.
- W4288021718 hasConcept C165064840 @default.
- W4288021718 hasConcept C187736073 @default.
- W4288021718 hasConcept C194222762 @default.
- W4288021718 hasConcept C23123220 @default.
- W4288021718 hasConcept C2776401178 @default.
- W4288021718 hasConcept C2778707766 @default.
- W4288021718 hasConcept C2780451532 @default.
- W4288021718 hasConcept C2780513914 @default.
- W4288021718 hasConcept C28490314 @default.
- W4288021718 hasConcept C33923547 @default.
- W4288021718 hasConcept C41008148 @default.
- W4288021718 hasConcept C41895202 @default.
- W4288021718 hasConcept C50644808 @default.
- W4288021718 hasConcept C52622490 @default.
- W4288021718 hasConcept C61797465 @default.
- W4288021718 hasConcept C62520636 @default.
- W4288021718 hasConcept C88516994 @default.
- W4288021718 hasConcept C97854310 @default.
- W4288021718 hasConceptScore W4288021718C105795698 @default.
- W4288021718 hasConceptScore W4288021718C121332964 @default.
- W4288021718 hasConceptScore W4288021718C138885662 @default.
- W4288021718 hasConceptScore W4288021718C149635348 @default.
- W4288021718 hasConceptScore W4288021718C153180895 @default.
- W4288021718 hasConceptScore W4288021718C154945302 @default.
- W4288021718 hasConceptScore W4288021718C162324750 @default.
- W4288021718 hasConceptScore W4288021718C164120249 @default.
- W4288021718 hasConceptScore W4288021718C165064840 @default.
- W4288021718 hasConceptScore W4288021718C187736073 @default.
- W4288021718 hasConceptScore W4288021718C194222762 @default.
- W4288021718 hasConceptScore W4288021718C23123220 @default.
- W4288021718 hasConceptScore W4288021718C2776401178 @default.
- W4288021718 hasConceptScore W4288021718C2778707766 @default.
- W4288021718 hasConceptScore W4288021718C2780451532 @default.
- W4288021718 hasConceptScore W4288021718C2780513914 @default.
- W4288021718 hasConceptScore W4288021718C28490314 @default.
- W4288021718 hasConceptScore W4288021718C33923547 @default.
- W4288021718 hasConceptScore W4288021718C41008148 @default.
- W4288021718 hasConceptScore W4288021718C41895202 @default.
- W4288021718 hasConceptScore W4288021718C50644808 @default.
- W4288021718 hasConceptScore W4288021718C52622490 @default.
- W4288021718 hasConceptScore W4288021718C61797465 @default.
- W4288021718 hasConceptScore W4288021718C62520636 @default.
- W4288021718 hasConceptScore W4288021718C88516994 @default.
- W4288021718 hasConceptScore W4288021718C97854310 @default.
- W4288021718 hasLocation W42880217181 @default.
- W4288021718 hasOpenAccess W4288021718 @default.
- W4288021718 hasPrimaryLocation W42880217181 @default.
- W4288021718 hasRelatedWork W11553578 @default.
- W4288021718 hasRelatedWork W1383942 @default.
- W4288021718 hasRelatedWork W14516383 @default.
- W4288021718 hasRelatedWork W1900505 @default.
- W4288021718 hasRelatedWork W2585641 @default.
- W4288021718 hasRelatedWork W4090223 @default.
- W4288021718 hasRelatedWork W5319273 @default.
- W4288021718 hasRelatedWork W6882942 @default.
- W4288021718 hasRelatedWork W8656678 @default.
- W4288021718 hasRelatedWork W9531238 @default.
- W4288021718 isParatext "false" @default.
- W4288021718 isRetracted "false" @default.
- W4288021718 workType "article" @default.