Matches in SemOpenAlex for { <https://semopenalex.org/work/W2963292011> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2963292011 abstract "Techniques for multi-lingual and cross-lingual speech recognition can help in low resource scenarios, to bootstrap systems and enable analysis of new languages and domains. End-to-end approaches, in particular sequence-based techniques, are attractive because of their simplicity and elegance. While it is possible to integrate traditional multi-lingual bottleneck feature extractors as front-ends, we show that end-to-end multi-lingual training of sequence models is effective on context independent models trained using Connectionist Temporal Classification (CTC) loss. We show that our model improves performance on Babel languages by over 6% absolute in terms of word/phoneme error rate when compared to mono-lingual systems built in the same setting for these languages. We also show that the trained model can be adapted cross-lingually to an unseen language using just 25% of the target data. We show that training on multiple languages is important for very low resource cross-lingual target scenarios, but not for multi-lingual testing scenarios. Here, it appears beneficial to include large well prepared datasets." @default.
- W2963292011 created "2019-07-30" @default.
- W2963292011 creator A5046364646 @default.
- W2963292011 creator A5053704856 @default.
- W2963292011 creator A5068873086 @default.
- W2963292011 creator A5085262529 @default.
- W2963292011 date "2018-04-01" @default.
- W2963292011 modified "2023-09-24" @default.
- W2963292011 title "Sequence-Based Multi-Lingual Low Resource Speech Recognition" @default.
- W2963292011 cites W1970890968 @default.
- W2963292011 cites W1978660892 @default.
- W2963292011 cites W1992912377 @default.
- W2963292011 cites W1994606281 @default.
- W2963292011 cites W2033436836 @default.
- W2963292011 cites W2038810952 @default.
- W2963292011 cites W2090764203 @default.
- W2963292011 cites W2106440210 @default.
- W2963292011 cites W2120209245 @default.
- W2963292011 cites W2123798005 @default.
- W2963292011 cites W2127141656 @default.
- W2963292011 cites W2346660049 @default.
- W2963292011 cites W2395416438 @default.
- W2963292011 cites W2633221078 @default.
- W2963292011 cites W2963211739 @default.
- W2963292011 doi "https://doi.org/10.1109/icassp.2018.8461802" @default.
- W2963292011 hasPublicationYear "2018" @default.
- W2963292011 type Work @default.
- W2963292011 sameAs 2963292011 @default.
- W2963292011 citedByCount "54" @default.
- W2963292011 countsByYear W29632920112018 @default.
- W2963292011 countsByYear W29632920112019 @default.
- W2963292011 countsByYear W29632920112020 @default.
- W2963292011 countsByYear W29632920112021 @default.
- W2963292011 countsByYear W29632920112022 @default.
- W2963292011 countsByYear W29632920112023 @default.
- W2963292011 crossrefType "proceedings-article" @default.
- W2963292011 hasAuthorship W2963292011A5046364646 @default.
- W2963292011 hasAuthorship W2963292011A5053704856 @default.
- W2963292011 hasAuthorship W2963292011A5068873086 @default.
- W2963292011 hasAuthorship W2963292011A5085262529 @default.
- W2963292011 hasBestOaLocation W29632920112 @default.
- W2963292011 hasConcept C138885662 @default.
- W2963292011 hasConcept C149635348 @default.
- W2963292011 hasConcept C151730666 @default.
- W2963292011 hasConcept C154945302 @default.
- W2963292011 hasConcept C204321447 @default.
- W2963292011 hasConcept C2776401178 @default.
- W2963292011 hasConcept C2778112365 @default.
- W2963292011 hasConcept C2779343474 @default.
- W2963292011 hasConcept C2780513914 @default.
- W2963292011 hasConcept C28490314 @default.
- W2963292011 hasConcept C40969351 @default.
- W2963292011 hasConcept C41008148 @default.
- W2963292011 hasConcept C41895202 @default.
- W2963292011 hasConcept C50644808 @default.
- W2963292011 hasConcept C54355233 @default.
- W2963292011 hasConcept C8521452 @default.
- W2963292011 hasConcept C86803240 @default.
- W2963292011 hasConcept C90805587 @default.
- W2963292011 hasConceptScore W2963292011C138885662 @default.
- W2963292011 hasConceptScore W2963292011C149635348 @default.
- W2963292011 hasConceptScore W2963292011C151730666 @default.
- W2963292011 hasConceptScore W2963292011C154945302 @default.
- W2963292011 hasConceptScore W2963292011C204321447 @default.
- W2963292011 hasConceptScore W2963292011C2776401178 @default.
- W2963292011 hasConceptScore W2963292011C2778112365 @default.
- W2963292011 hasConceptScore W2963292011C2779343474 @default.
- W2963292011 hasConceptScore W2963292011C2780513914 @default.
- W2963292011 hasConceptScore W2963292011C28490314 @default.
- W2963292011 hasConceptScore W2963292011C40969351 @default.
- W2963292011 hasConceptScore W2963292011C41008148 @default.
- W2963292011 hasConceptScore W2963292011C41895202 @default.
- W2963292011 hasConceptScore W2963292011C50644808 @default.
- W2963292011 hasConceptScore W2963292011C54355233 @default.
- W2963292011 hasConceptScore W2963292011C8521452 @default.
- W2963292011 hasConceptScore W2963292011C86803240 @default.
- W2963292011 hasConceptScore W2963292011C90805587 @default.
- W2963292011 hasLocation W29632920111 @default.
- W2963292011 hasLocation W29632920112 @default.
- W2963292011 hasOpenAccess W2963292011 @default.
- W2963292011 hasPrimaryLocation W29632920111 @default.
- W2963292011 hasRelatedWork W1937192591 @default.
- W2963292011 hasRelatedWork W2019914509 @default.
- W2963292011 hasRelatedWork W2048917925 @default.
- W2963292011 hasRelatedWork W2150890698 @default.
- W2963292011 hasRelatedWork W2251677926 @default.
- W2963292011 hasRelatedWork W2953291251 @default.
- W2963292011 hasRelatedWork W3013816718 @default.
- W2963292011 hasRelatedWork W3024381485 @default.
- W2963292011 hasRelatedWork W3101868899 @default.
- W2963292011 hasRelatedWork W4290682478 @default.
- W2963292011 isParatext "false" @default.
- W2963292011 isRetracted "false" @default.
- W2963292011 magId "2963292011" @default.
- W2963292011 workType "article" @default.