Matches in SemOpenAlex for { <https://semopenalex.org/work/W3112581003> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W3112581003 abstract "End-to-end (E2E) models have achieved promising results on multiple speech recognition benchmarks, and shown the potential to become the mainstream. However, the unified structure and the E2E training hamper injecting contextual information into them for contextual biasing. Though contextual LAS (CLAS) gives an excellent all-neural solution, the degree of biasing to given context information is not explicitly controllable. In this paper, we focus on incorporating context information into the continuous integrate-and-fire (CIF) based model that supports contextual biasing in a more controllable fashion. Specifically, an extra context processing network is introduced to extract contextual embeddings, integrate acoustically relevant context information and decode the contextual output distribution, thus forming a collaborative decoding with the decoder of the CIF-based model. Evaluated on the named entity rich evaluation sets of HKUST/AISHELL-2, our method brings relative character error rate (CER) reduction of 8.83%/21.13% and relative named entity character error rate (NE-CER) reduction of 40.14%/51.50% when compared with a strong baseline. Besides, it keeps the performance on original evaluation set without degradation." @default.
- W3112581003 created "2020-12-21" @default.
- W3112581003 creator A5000236213 @default.
- W3112581003 creator A5000499123 @default.
- W3112581003 creator A5027728339 @default.
- W3112581003 creator A5068469832 @default.
- W3112581003 date "2020-12-17" @default.
- W3112581003 modified "2023-09-23" @default.
- W3112581003 title "CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition" @default.
- W3112581003 cites W1526236009 @default.
- W3112581003 cites W1828163288 @default.
- W3112581003 cites W2327501763 @default.
- W3112581003 cites W2395440424 @default.
- W3112581003 cites W2403440562 @default.
- W3112581003 cites W2407080277 @default.
- W3112581003 cites W2586813637 @default.
- W3112581003 cites W2753614360 @default.
- W3112581003 cites W2886319145 @default.
- W3112581003 cites W2888975141 @default.
- W3112581003 cites W2889012072 @default.
- W3112581003 cites W2889048668 @default.
- W3112581003 cites W2892009249 @default.
- W3112581003 cites W2898599211 @default.
- W3112581003 cites W2903250132 @default.
- W3112581003 cites W2913718171 @default.
- W3112581003 cites W2936774411 @default.
- W3112581003 cites W2937402758 @default.
- W3112581003 cites W2950903920 @default.
- W3112581003 cites W2972625221 @default.
- W3112581003 cites W2973172693 @default.
- W3112581003 cites W3016167541 @default.
- W3112581003 cites W3027687786 @default.
- W3112581003 cites W3032901281 @default.
- W3112581003 cites W3041679645 @default.
- W3112581003 cites W854541894 @default.
- W3112581003 doi "https://doi.org/10.48550/arxiv.2012.09466" @default.
- W3112581003 hasPublicationYear "2020" @default.
- W3112581003 type Work @default.
- W3112581003 sameAs 3112581003 @default.
- W3112581003 citedByCount "0" @default.
- W3112581003 crossrefType "posted-content" @default.
- W3112581003 hasAuthorship W3112581003A5000236213 @default.
- W3112581003 hasAuthorship W3112581003A5000499123 @default.
- W3112581003 hasAuthorship W3112581003A5027728339 @default.
- W3112581003 hasAuthorship W3112581003A5068469832 @default.
- W3112581003 hasBestOaLocation W31125810031 @default.
- W3112581003 hasConcept C111335779 @default.
- W3112581003 hasConcept C11413529 @default.
- W3112581003 hasConcept C120665830 @default.
- W3112581003 hasConcept C121332964 @default.
- W3112581003 hasConcept C151730666 @default.
- W3112581003 hasConcept C154945302 @default.
- W3112581003 hasConcept C177264268 @default.
- W3112581003 hasConcept C192209626 @default.
- W3112581003 hasConcept C199360897 @default.
- W3112581003 hasConcept C2524010 @default.
- W3112581003 hasConcept C2779343474 @default.
- W3112581003 hasConcept C28490314 @default.
- W3112581003 hasConcept C33923547 @default.
- W3112581003 hasConcept C40969351 @default.
- W3112581003 hasConcept C41008148 @default.
- W3112581003 hasConcept C57273362 @default.
- W3112581003 hasConcept C74296488 @default.
- W3112581003 hasConcept C86803240 @default.
- W3112581003 hasConceptScore W3112581003C111335779 @default.
- W3112581003 hasConceptScore W3112581003C11413529 @default.
- W3112581003 hasConceptScore W3112581003C120665830 @default.
- W3112581003 hasConceptScore W3112581003C121332964 @default.
- W3112581003 hasConceptScore W3112581003C151730666 @default.
- W3112581003 hasConceptScore W3112581003C154945302 @default.
- W3112581003 hasConceptScore W3112581003C177264268 @default.
- W3112581003 hasConceptScore W3112581003C192209626 @default.
- W3112581003 hasConceptScore W3112581003C199360897 @default.
- W3112581003 hasConceptScore W3112581003C2524010 @default.
- W3112581003 hasConceptScore W3112581003C2779343474 @default.
- W3112581003 hasConceptScore W3112581003C28490314 @default.
- W3112581003 hasConceptScore W3112581003C33923547 @default.
- W3112581003 hasConceptScore W3112581003C40969351 @default.
- W3112581003 hasConceptScore W3112581003C41008148 @default.
- W3112581003 hasConceptScore W3112581003C57273362 @default.
- W3112581003 hasConceptScore W3112581003C74296488 @default.
- W3112581003 hasConceptScore W3112581003C86803240 @default.
- W3112581003 hasLocation W31125810031 @default.
- W3112581003 hasOpenAccess W3112581003 @default.
- W3112581003 hasPrimaryLocation W31125810031 @default.
- W3112581003 hasRelatedWork W152623691 @default.
- W3112581003 hasRelatedWork W1560596902 @default.
- W3112581003 hasRelatedWork W1826521293 @default.
- W3112581003 hasRelatedWork W2100336732 @default.
- W3112581003 hasRelatedWork W2100441082 @default.
- W3112581003 hasRelatedWork W2166817309 @default.
- W3112581003 hasRelatedWork W2996122240 @default.
- W3112581003 hasRelatedWork W3080136773 @default.
- W3112581003 hasRelatedWork W3156915121 @default.
- W3112581003 hasRelatedWork W3197898596 @default.
- W3112581003 isParatext "false" @default.
- W3112581003 isRetracted "false" @default.
- W3112581003 magId "3112581003" @default.
- W3112581003 workType "article" @default.