Matches in SemOpenAlex for { <https://semopenalex.org/work/W2055408826> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2055408826 abstract "The development of an automatic speech recognizer is typically a highly supervised process involving the specification of phonetic inventories, lexicons, acoustic and language models, and requiring annotated training corpora consisting of parallel speech and text data. Although some model parameters may be modified via adaptation, the overall structure of the speech recognizer usually remains relatively static. While this approach has been effective for problems where there is adequate human expertise, and labelled corpora are available, it is challenged by less-supervised or unsupervised scenarios. It also contrasts sharply with human speech processing where learning is an inherent ability. In this paper, three alternative scenarios for speech recognition “training” are described, each requiring decreasing amounts of human expertise and annotated resources, and increasing amounts of unsupervised learning. A speech deciphering challenge is then suggested whereby speech recognizers must learn sub-word inventories and word pronunciations from unannotated speech, supplemented with only non-parallel text resources. It is argued that such a capability will help alleviate the language barrier that currently limits the scope of speech recognition capabilities around the world, and empower speech recognizers to continually learn and evolve through use." @default.
- W2055408826 created "2016-06-24" @default.
- W2055408826 creator A5039081803 @default.
- W2055408826 date "2012-07-01" @default.
- W2055408826 modified "2023-09-25" @default.
- W2055408826 title "Towards unsupervised speech processing" @default.
- W2055408826 cites W1539935047 @default.
- W2055408826 cites W1540371244 @default.
- W2055408826 cites W1990005915 @default.
- W2055408826 cites W2006761268 @default.
- W2055408826 cites W2057200159 @default.
- W2055408826 cites W2079460648 @default.
- W2055408826 cites W2083270362 @default.
- W2055408826 cites W2084514013 @default.
- W2055408826 cites W2103933358 @default.
- W2055408826 cites W2114347655 @default.
- W2055408826 cites W2118841860 @default.
- W2055408826 cites W2153327798 @default.
- W2055408826 cites W2163929346 @default.
- W2055408826 cites W2295531324 @default.
- W2055408826 cites W2399869768 @default.
- W2055408826 cites W2401464865 @default.
- W2055408826 cites W2403207842 @default.
- W2055408826 cites W2406451296 @default.
- W2055408826 cites W30845872 @default.
- W2055408826 cites W308497914 @default.
- W2055408826 cites W4237938692 @default.
- W2055408826 doi "https://doi.org/10.1109/isspa.2012.6310546" @default.
- W2055408826 hasPublicationYear "2012" @default.
- W2055408826 type Work @default.
- W2055408826 sameAs 2055408826 @default.
- W2055408826 citedByCount "45" @default.
- W2055408826 countsByYear W20554088262013 @default.
- W2055408826 countsByYear W20554088262014 @default.
- W2055408826 countsByYear W20554088262015 @default.
- W2055408826 countsByYear W20554088262016 @default.
- W2055408826 countsByYear W20554088262017 @default.
- W2055408826 countsByYear W20554088262018 @default.
- W2055408826 countsByYear W20554088262019 @default.
- W2055408826 countsByYear W20554088262020 @default.
- W2055408826 countsByYear W20554088262021 @default.
- W2055408826 countsByYear W20554088262022 @default.
- W2055408826 countsByYear W20554088262023 @default.
- W2055408826 crossrefType "proceedings-article" @default.
- W2055408826 hasAuthorship W2055408826A5039081803 @default.
- W2055408826 hasConcept C111919701 @default.
- W2055408826 hasConcept C120665830 @default.
- W2055408826 hasConcept C121332964 @default.
- W2055408826 hasConcept C137293760 @default.
- W2055408826 hasConcept C138885662 @default.
- W2055408826 hasConcept C139807058 @default.
- W2055408826 hasConcept C14999030 @default.
- W2055408826 hasConcept C154945302 @default.
- W2055408826 hasConcept C199360897 @default.
- W2055408826 hasConcept C204321447 @default.
- W2055408826 hasConcept C2778012447 @default.
- W2055408826 hasConcept C28490314 @default.
- W2055408826 hasConcept C41008148 @default.
- W2055408826 hasConcept C41895202 @default.
- W2055408826 hasConcept C61328038 @default.
- W2055408826 hasConcept C90805587 @default.
- W2055408826 hasConcept C91863865 @default.
- W2055408826 hasConcept C98045186 @default.
- W2055408826 hasConceptScore W2055408826C111919701 @default.
- W2055408826 hasConceptScore W2055408826C120665830 @default.
- W2055408826 hasConceptScore W2055408826C121332964 @default.
- W2055408826 hasConceptScore W2055408826C137293760 @default.
- W2055408826 hasConceptScore W2055408826C138885662 @default.
- W2055408826 hasConceptScore W2055408826C139807058 @default.
- W2055408826 hasConceptScore W2055408826C14999030 @default.
- W2055408826 hasConceptScore W2055408826C154945302 @default.
- W2055408826 hasConceptScore W2055408826C199360897 @default.
- W2055408826 hasConceptScore W2055408826C204321447 @default.
- W2055408826 hasConceptScore W2055408826C2778012447 @default.
- W2055408826 hasConceptScore W2055408826C28490314 @default.
- W2055408826 hasConceptScore W2055408826C41008148 @default.
- W2055408826 hasConceptScore W2055408826C41895202 @default.
- W2055408826 hasConceptScore W2055408826C61328038 @default.
- W2055408826 hasConceptScore W2055408826C90805587 @default.
- W2055408826 hasConceptScore W2055408826C91863865 @default.
- W2055408826 hasConceptScore W2055408826C98045186 @default.
- W2055408826 hasLocation W20554088261 @default.
- W2055408826 hasOpenAccess W2055408826 @default.
- W2055408826 hasPrimaryLocation W20554088261 @default.
- W2055408826 hasRelatedWork W1501126083 @default.
- W2055408826 hasRelatedWork W1605066908 @default.
- W2055408826 hasRelatedWork W1987021544 @default.
- W2055408826 hasRelatedWork W2046877036 @default.
- W2055408826 hasRelatedWork W2102118225 @default.
- W2055408826 hasRelatedWork W2574073913 @default.
- W2055408826 hasRelatedWork W2759980945 @default.
- W2055408826 hasRelatedWork W3151376046 @default.
- W2055408826 hasRelatedWork W82600882 @default.
- W2055408826 hasRelatedWork W2948132774 @default.
- W2055408826 isParatext "false" @default.
- W2055408826 isRetracted "false" @default.
- W2055408826 magId "2055408826" @default.
- W2055408826 workType "article" @default.