Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Enarvi, Seppo
dc.contributor.author Smit, Peter
dc.contributor.author Virpioja, Sami
dc.contributor.author Kurimo, Mikko
dc.date.accessioned 2017-10-15T20:39:42Z
dc.date.available 2017-10-15T20:39:42Z
dc.date.issued 2017-11
dc.identifier.citation Enarvi , S , Smit , P , Virpioja , S & Kurimo , M 2017 , ' Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies ' IEEE/ACM Transactions on Audio, Speech, and Language Processing , vol 25 , no. 11 , pp. 2085-2097 . DOI: 10.1109/TASLP.2017.2743344 en
dc.identifier.issn 2329-9290
dc.identifier.issn 2329-9304
dc.identifier.other PURE UUID: 74066940-5e5d-4208-af53-e61615e0603c
dc.identifier.other PURE ITEMURL: https://research.aalto.fi/en/publications/automatic-speech-recognition-with-very-large-conversational-finnish-and-estonian-vocabularies(74066940-5e5d-4208-af53-e61615e0603c).html
dc.identifier.other PURE FILEURL: https://research.aalto.fi/files/15343327/taslp2017.pdf
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/28219
dc.description.abstract Today, the vocabulary size for language models in large vocabulary speech recognition is typically several hundreds of thousands of words. While this is already sufficient in some applications, the out-of-vocabulary words are still limiting the usability in others. In agglutinative languages the vocabulary for conversational speech should include millions of word forms to cover the spelling variations due to colloquial pronunciations, in addition to the word compounding and inflections. Very large vocabularies are also needed, for example, when the recognition of rare proper names is important. en
dc.format.extent 13
dc.format.extent 2085-2097
dc.format.mimetype application/pdf
dc.language.iso en en
dc.relation.ispartofseries IEEE/ACM Transactions on Audio, Speech, and Language Processing en
dc.relation.ispartofseries Volume 25, issue 11 en
dc.rights openAccess en
dc.subject.other 113 Computer and information sciences en
dc.title Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies en
dc.type A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä fi
dc.description.version Peer reviewed en
dc.contributor.department Department of Signal Processing and Acoustics
dc.contributor.department Centre of Excellence in Computational Inference, COIN
dc.subject.keyword 113 Computer and information sciences
dc.identifier.urn URN:NBN:fi:aalto-201710157079
dc.identifier.doi 10.1109/TASLP.2017.2743344
dc.type.version acceptedVersion


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