Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

Search by:

Year of publication
Author name
Paper title

Многоуровневая многозначная модель превращения орфографического текста в фонемный

Robeiko V.1, Sazhok M.2
1 Speech Science and Technology Department, International Research and Training Center of Information Technologies and Systems «CyberMova»
2 International Research and Training Centre for Information Technologies and Systems

Full text (PDF)

UDC: 004.934
Publication Language: Ukrainian
Stuc. intelekt. 2011; 16(4):117-125

Abstract: In this paper we consider the actual problem of grapheme-to-phoneme conversion for forward and backward directions. We propose the model describing regularities of relations between the phonetic and spelling symbols. Multi-decision transformations carried out according to the model, are equivalent to building of a directed graph. The model parameters are specified in tabular form as a set of context-sensitive rules formed by the expert. Introduced additional model levels of transcription allow the expert to build complex transformations, still working with relatively simple rules. The developed system takes the orthographic text with the pointed accentuation and produces phoneme sequences corresponding to the different pronunciation variants of the input text. The examples of practical applications of the system for automatic recognition of Ukrainian spontaneous speech are described.

Keywords:

References:

  1. Vincju T.K. Analiz, raspoznavanie i smyslovaja interpretacija rechevyh signalov. Kiev: Naukova dumka. 1987. 264 s.
  2. Young S.J. HTK Book, version 3.1. Cambridge University, 2002
  3. Lee T. Proc. European Conference on Speech Communication and Technology (EUROSPEECH). 2001.P 1691-1694
  4. Vintsiuk T. Proceedings of the 10th Int. Conference on Speech and Computer – SpeCom’2005. Patras.2005. P 69-76
  5. Bisani M. Journal Speech Communication № 50. Elsevier. 2008. P 434-451
  6. Vincyuk T. Praci 6-yi Vseukrayins’koyi mizhnarodnoyi konferenciyi “Obroblennya syhnaliv i zobrazhen’ta rozpiznavannya obraziv”. UkrObraz’2002. Kyiv. 2002
  7. Suchasna ukrayins’ka literaturna mova. Fonetyka: Navch. posibnyk dlya studentiv-filolohiv. K.:Vydavnycho-polihrafichnyj centr “Kyivs’kyj universytet”. 2002. S 60
  8. Pylypenko V.V. Shtuchnyj intelekt. № 4. 2008. S 768-775
  9. Robejko V.V. Movni i konceptual’ni kartyny svitu. Vyp. 26. Ch. 3. Kyiv. 2009. S 38-42
  10. Robejko V.V. Ukrayins’ke movoznavstvo. Vyp. 39/1. Kyiv. 2009. S 429-433
  11. Ljudovik T.V. Komp’juternaja lingvistika i intellektual’nye tehnologii: Po materialam ezhegodnojMezhdunarodnoj konferencii “Dialog”. Vyp. 10 (17). M.: RGGU. 2011. S 478-488
  12. Vasyl’yeva N.B. Obrobka syhnaliv i zobrazhen’ ta rozpiznavannya obraziv: Desyata Vseukrayins’kamizhnarodna konferenciya. Kyiv. 2010. S 55-58

View full text (PDF)