A Morpho-graphemic Approach for the Recognition of Spontaneous Speech in Agglutinative Languages - like Hungarian

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F07%3A00500998" target="_blank" >RIV/49777513:23520/07:00500998 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
A Morpho-graphemic Approach for the Recognition of Spontaneous Speech in Agglutinative Languages - like Hungarian
Original language description
A coupled acoustic- and language-modeling approach is presented for the recognition of spontaneous speech primarily in agglutinative languages. The effectiveness of the approach in large vocabulary spontaneous speech recognition is demonstrated on the Hungarian MALACH corpus. The derivation of morphs from word forms is based on a statistical morphological segmentation tool while the mapping of morphs into graphemes is obtained trivially by splitting each morph into individual letters. Using morphs instead of words in language modeling gives significant WER reductions.
Czech name
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Czech description
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Project
<a href="/en/project/LC536" target="_blank" >LC536: Integrated center for natural language processing</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
8th Annual Conference of the International Speech Communication Association (Interspeech 2007)
ISBN
978-1-60560-316-2
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
Curran Associates
Place of publication
New York
Event location
Antwerp
Event date
Aug 31, 2007
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000269998600106

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