Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366459018> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4366459018 abstract "This paper presents an extension to train end-to-end Context-Aware Transformer Transducer ( CATT ) models by using a simple, yet efficient method of mining hard negative phrases from the latent space of the context encoder. During training, given a reference query, we mine a number of similar phrases using approximate nearest neighbour search. These sampled phrases are then used as negative examples in the context list alongside random and ground truth contextual information. By including approximate nearest neighbour phrases (ANN-P) in the context list, we encourage the learned representation to disambiguate between similar, but not identical, biasing phrases. This improves biasing accuracy when there are several similar phrases in the biasing inventory. We carry out experiments in a large-scale data regime obtaining up to 7% relative word error rate reductions for the contextual portion of test data. We also extend and evaluate CATT approach in streaming applications." @default.
- W4366459018 created "2023-04-22" @default.
- W4366459018 creator A5056994081 @default.
- W4366459018 creator A5065100610 @default.
- W4366459018 creator A5083904404 @default.
- W4366459018 creator A5084169592 @default.
- W4366459018 date "2023-04-18" @default.
- W4366459018 modified "2023-09-23" @default.
- W4366459018 title "Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition" @default.
- W4366459018 doi "https://doi.org/10.48550/arxiv.2304.08862" @default.
- W4366459018 hasPublicationYear "2023" @default.
- W4366459018 type Work @default.
- W4366459018 citedByCount "0" @default.
- W4366459018 crossrefType "posted-content" @default.
- W4366459018 hasAuthorship W4366459018A5056994081 @default.
- W4366459018 hasAuthorship W4366459018A5065100610 @default.
- W4366459018 hasAuthorship W4366459018A5083904404 @default.
- W4366459018 hasAuthorship W4366459018A5084169592 @default.
- W4366459018 hasBestOaLocation W43664590181 @default.
- W4366459018 hasConcept C111919701 @default.
- W4366459018 hasConcept C118505674 @default.
- W4366459018 hasConcept C119857082 @default.
- W4366459018 hasConcept C124101348 @default.
- W4366459018 hasConcept C13672336 @default.
- W4366459018 hasConcept C146849305 @default.
- W4366459018 hasConcept C151730666 @default.
- W4366459018 hasConcept C153180895 @default.
- W4366459018 hasConcept C154945302 @default.
- W4366459018 hasConcept C183322885 @default.
- W4366459018 hasConcept C204321447 @default.
- W4366459018 hasConcept C2524010 @default.
- W4366459018 hasConcept C2776224158 @default.
- W4366459018 hasConcept C2779343474 @default.
- W4366459018 hasConcept C2781238097 @default.
- W4366459018 hasConcept C28490314 @default.
- W4366459018 hasConcept C2983946233 @default.
- W4366459018 hasConcept C33923547 @default.
- W4366459018 hasConcept C41008148 @default.
- W4366459018 hasConcept C86803240 @default.
- W4366459018 hasConcept C90805587 @default.
- W4366459018 hasConceptScore W4366459018C111919701 @default.
- W4366459018 hasConceptScore W4366459018C118505674 @default.
- W4366459018 hasConceptScore W4366459018C119857082 @default.
- W4366459018 hasConceptScore W4366459018C124101348 @default.
- W4366459018 hasConceptScore W4366459018C13672336 @default.
- W4366459018 hasConceptScore W4366459018C146849305 @default.
- W4366459018 hasConceptScore W4366459018C151730666 @default.
- W4366459018 hasConceptScore W4366459018C153180895 @default.
- W4366459018 hasConceptScore W4366459018C154945302 @default.
- W4366459018 hasConceptScore W4366459018C183322885 @default.
- W4366459018 hasConceptScore W4366459018C204321447 @default.
- W4366459018 hasConceptScore W4366459018C2524010 @default.
- W4366459018 hasConceptScore W4366459018C2776224158 @default.
- W4366459018 hasConceptScore W4366459018C2779343474 @default.
- W4366459018 hasConceptScore W4366459018C2781238097 @default.
- W4366459018 hasConceptScore W4366459018C28490314 @default.
- W4366459018 hasConceptScore W4366459018C2983946233 @default.
- W4366459018 hasConceptScore W4366459018C33923547 @default.
- W4366459018 hasConceptScore W4366459018C41008148 @default.
- W4366459018 hasConceptScore W4366459018C86803240 @default.
- W4366459018 hasConceptScore W4366459018C90805587 @default.
- W4366459018 hasLocation W43664590181 @default.
- W4366459018 hasLocation W43664590182 @default.
- W4366459018 hasOpenAccess W4366459018 @default.
- W4366459018 hasPrimaryLocation W43664590181 @default.
- W4366459018 hasRelatedWork W1578729058 @default.
- W4366459018 hasRelatedWork W193626647 @default.
- W4366459018 hasRelatedWork W2019025599 @default.
- W4366459018 hasRelatedWork W2110418293 @default.
- W4366459018 hasRelatedWork W2142990792 @default.
- W4366459018 hasRelatedWork W2251369387 @default.
- W4366459018 hasRelatedWork W2369308426 @default.
- W4366459018 hasRelatedWork W2847671867 @default.
- W4366459018 hasRelatedWork W3024381485 @default.
- W4366459018 hasRelatedWork W49854559 @default.
- W4366459018 isParatext "false" @default.
- W4366459018 isRetracted "false" @default.
- W4366459018 workType "article" @default.