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Citation

Psutka, J. and Hoidekr, J. and Ircing, P. and Psutka Josef V. : Recognition of spontaneous speech - some problems and their solutions . CITSA 2006 , p. 169-172, IIIS, Orlando, 2006.

Abstract

It is widely known that the recognition of spontaneous speech is an extremely challenging task due to the frequent occurrence of speech disfluences, colloquial words and a large number of Out-Of-Vocabulary (OOV) words. Owing to very common ungrammatical form of pronounced sentences there is also the lack of appropriate in-domain training data for language modeling. Mentioned phenomena often dramatically decrease the recognition accuracy (Acc). This paper wants to describe several techniques which try to alleviate any of these problems.

Detail of publication

Title: Recognition of spontaneous speech - some problems and their solutions
Author: Psutka, J. ; Hoidekr, J. ; Ircing, P. ; Psutka Josef V.
Language: English
Date of publication: 20 Jul 2006
Year: 2006
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: CITSA 2006
Page: 169 - 172
ISBN: 980-6560-82-5
Publisher: IIIS
Address: Orlando
Date: 20 Jul 2006 - 23 Jul 2006
/ 2011-06-09 12:56:51 /

Keywords

spontaneous speech, LVCSR, speech recognition, language modeling, colloquial speech, OOV words.

BibTeX

@INPROCEEDINGS{PsutkaJ_2006_Recognitionof,
 author = {Psutka, J. and Hoidekr, J. and Ircing, P. and Psutka Josef V.},
 title = {Recognition of spontaneous speech - some problems and their solutions},
 year = {2006},
 publisher = {IIIS},
 journal = {CITSA 2006 },
 address = {Orlando},
 pages = {169-172},
 ISBN = {980-6560-82-5},
 url = {http://www.kky.zcu.cz/en/publications/PsutkaJ_2006_Recognitionof},
}