Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285780592> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4285780592 abstract "Code-Switching (CS) is a common linguistic phenomenon in multilingual communities that consists of switching between languages while speaking. This paper presents our investigations on end-to-end speech recognition for Mandarin-English CS speech. We analyze different CS specific issues such as the properties mismatches between languages in a CS language pair, the unpredictable nature of switching points, and the data scarcity problem. We exploit and improve the state-of-the-art end-to-end system by merging nonlinguistic symbols, by integrating language identification using hierarchical softmax, by modeling subword units, by artificially lowering the speaking rate, and by augmenting data using speed perturbed technique and several monolingual datasets to improve the final performance not only on CS speech but also on monolingual benchmarks in order to making the system more applicable on real life settings. Finally, we explore the effect of different language model integration methods on the performance of the proposed model. Our experimental results reveal that all the proposed techniques improve the recognition performance. The best combined system improves the baseline system by up to 35% relatively in terms of mixed error rate and delivers acceptable performance on monolingual benchmarks." @default.
- W4285780592 created "2022-07-19" @default.
- W4285780592 creator A5020700841 @default.
- W4285780592 creator A5076008816 @default.
- W4285780592 date "2019-11-01" @default.
- W4285780592 modified "2023-10-14" @default.
- W4285780592 title "Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching" @default.
- W4285780592 cites W1494198834 @default.
- W4285780592 cites W197277712 @default.
- W4285780592 cites W2049907881 @default.
- W4285780592 cites W2061272101 @default.
- W4285780592 cites W2073006259 @default.
- W4285780592 cites W2147768505 @default.
- W4285780592 cites W2153433699 @default.
- W4285780592 cites W2160815625 @default.
- W4285780592 cites W2171928131 @default.
- W4285780592 cites W2739883972 @default.
- W4285780592 cites W2962780374 @default.
- W4285780592 cites W2962826786 @default.
- W4285780592 cites W2963194026 @default.
- W4285780592 cites W2963212250 @default.
- W4285780592 cites W2963242190 @default.
- W4285780592 cites W2963362078 @default.
- W4285780592 cites W2972417954 @default.
- W4285780592 doi "https://doi.org/10.1109/ialp48816.2019.9037688" @default.
- W4285780592 hasPublicationYear "2019" @default.
- W4285780592 type Work @default.
- W4285780592 citedByCount "2" @default.
- W4285780592 countsByYear W42857805922021 @default.
- W4285780592 countsByYear W42857805922022 @default.
- W4285780592 crossrefType "proceedings-article" @default.
- W4285780592 hasAuthorship W4285780592A5020700841 @default.
- W4285780592 hasAuthorship W4285780592A5076008816 @default.
- W4285780592 hasBestOaLocation W42857805922 @default.
- W4285780592 hasConcept C111368507 @default.
- W4285780592 hasConcept C12725497 @default.
- W4285780592 hasConcept C127313418 @default.
- W4285780592 hasConcept C129353971 @default.
- W4285780592 hasConcept C137293760 @default.
- W4285780592 hasConcept C138885662 @default.
- W4285780592 hasConcept C138954614 @default.
- W4285780592 hasConcept C154945302 @default.
- W4285780592 hasConcept C177264268 @default.
- W4285780592 hasConcept C18552078 @default.
- W4285780592 hasConcept C188441871 @default.
- W4285780592 hasConcept C195324797 @default.
- W4285780592 hasConcept C199360897 @default.
- W4285780592 hasConcept C204321447 @default.
- W4285780592 hasConcept C2776760102 @default.
- W4285780592 hasConcept C28490314 @default.
- W4285780592 hasConcept C39608478 @default.
- W4285780592 hasConcept C40969351 @default.
- W4285780592 hasConcept C41008148 @default.
- W4285780592 hasConcept C41895202 @default.
- W4285780592 hasConcept C50644808 @default.
- W4285780592 hasConcept C74296488 @default.
- W4285780592 hasConcept C83479923 @default.
- W4285780592 hasConceptScore W4285780592C111368507 @default.
- W4285780592 hasConceptScore W4285780592C12725497 @default.
- W4285780592 hasConceptScore W4285780592C127313418 @default.
- W4285780592 hasConceptScore W4285780592C129353971 @default.
- W4285780592 hasConceptScore W4285780592C137293760 @default.
- W4285780592 hasConceptScore W4285780592C138885662 @default.
- W4285780592 hasConceptScore W4285780592C138954614 @default.
- W4285780592 hasConceptScore W4285780592C154945302 @default.
- W4285780592 hasConceptScore W4285780592C177264268 @default.
- W4285780592 hasConceptScore W4285780592C18552078 @default.
- W4285780592 hasConceptScore W4285780592C188441871 @default.
- W4285780592 hasConceptScore W4285780592C195324797 @default.
- W4285780592 hasConceptScore W4285780592C199360897 @default.
- W4285780592 hasConceptScore W4285780592C204321447 @default.
- W4285780592 hasConceptScore W4285780592C2776760102 @default.
- W4285780592 hasConceptScore W4285780592C28490314 @default.
- W4285780592 hasConceptScore W4285780592C39608478 @default.
- W4285780592 hasConceptScore W4285780592C40969351 @default.
- W4285780592 hasConceptScore W4285780592C41008148 @default.
- W4285780592 hasConceptScore W4285780592C41895202 @default.
- W4285780592 hasConceptScore W4285780592C50644808 @default.
- W4285780592 hasConceptScore W4285780592C74296488 @default.
- W4285780592 hasConceptScore W4285780592C83479923 @default.
- W4285780592 hasLocation W42857805921 @default.
- W4285780592 hasLocation W42857805922 @default.
- W4285780592 hasOpenAccess W4285780592 @default.
- W4285780592 hasPrimaryLocation W42857805921 @default.
- W4285780592 hasRelatedWork W1507733787 @default.
- W4285780592 hasRelatedWork W1745277 @default.
- W4285780592 hasRelatedWork W1857573607 @default.
- W4285780592 hasRelatedWork W2047094413 @default.
- W4285780592 hasRelatedWork W2091494719 @default.
- W4285780592 hasRelatedWork W2129812225 @default.
- W4285780592 hasRelatedWork W3028740611 @default.
- W4285780592 hasRelatedWork W3205788551 @default.
- W4285780592 hasRelatedWork W4380605396 @default.
- W4285780592 hasRelatedWork W2611868346 @default.
- W4285780592 isParatext "false" @default.
- W4285780592 isRetracted "false" @default.
- W4285780592 workType "article" @default.