DocumentCode
653722
Title
A Romanian language modeling using linguistic factors
Author
Lazar, Mircea ; Militaru, Diana
Author_Institution
Mil. Equip. & Technol. Res. Agency Bucharest, Bucharest, Romania
fYear
2013
fDate
16-19 Oct. 2013
Firstpage
1
Lastpage
6
Abstract
Language modeling plays an important role in continuous speech recognition and understanding providing an improvement of their performances. But language modeling has been shown to be a difficult task due to the many sources of variability that are present in natural languages. Therefore has been developed different method to process the language. The most used of them are grammar and statistical models. This paper presents a statistical modeling of Romanian language using factored language model and linguistic knowledge (morphosyntactic description, part-of-speech and lemma).
Keywords
grammars; linguistics; natural languages; speech recognition; statistical analysis; continuous speech recognition; continuous speech understanding; factored language model; grammar models; linguistic factors; linguistic knowledge; morphosyntactic description; natural languages; statistical Romanian language modeling; statistical models; Grammar; History; Natural languages; Pragmatics; Probability; Speech; Speech recognition; MSD; Romanian language model; discount; factored language model; lemma; morphosyntactic specifications; part-of-speech; perplexity; statistic language modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Speech Technology and Human - Computer Dialogue (SpeD), 2013 7th Conference on
Conference_Location
Cluj-Napoca
Type
conf
DOI
10.1109/SpeD.2013.6682649
Filename
6682649
Link To Document