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Recognition of Linguistic Features by Hidden Markov Model (HMM)

Božidar Tepeš ; Faculty of Philosophy, University of Zagreb, Croatia
Lajos Szirovicza ; Institute tor Anthropological Research, Zagreb, Croatia
Anita Sujoldžić ; Institute tor Anthropological Research, Zagreb, Croatia
Martina Primorac ; Faculty of Philosophy, University of Zagreb, Croatia

Puni tekst: engleski, pdf (3 MB) str. 265-271 preuzimanja: 47* citiraj
APA 6th Edition
Tepeš, B., Szirovicza, L., Sujoldžić, A. i Primorac, M. (1997). Recognition of Linguistic Features by Hidden Markov Model (HMM). Journal of computing and information technology, 5 (4), 265-271. Preuzeto s https://hrcak.srce.hr/150252
MLA 8th Edition
Tepeš, Božidar, et al. "Recognition of Linguistic Features by Hidden Markov Model (HMM)." Journal of computing and information technology, vol. 5, br. 4, 1997, str. 265-271. https://hrcak.srce.hr/150252. Citirano 27.02.2021.
Chicago 17th Edition
Tepeš, Božidar, Lajos Szirovicza, Anita Sujoldžić i Martina Primorac. "Recognition of Linguistic Features by Hidden Markov Model (HMM)." Journal of computing and information technology 5, br. 4 (1997): 265-271. https://hrcak.srce.hr/150252
Harvard
Tepeš, B., et al. (1997). 'Recognition of Linguistic Features by Hidden Markov Model (HMM)', Journal of computing and information technology, 5(4), str. 265-271. Preuzeto s: https://hrcak.srce.hr/150252 (Datum pristupa: 27.02.2021.)
Vancouver
Tepeš B, Szirovicza L, Sujoldžić A, Primorac M. Recognition of Linguistic Features by Hidden Markov Model (HMM). Journal of computing and information technology [Internet]. 1997 [pristupljeno 27.02.2021.];5(4):265-271. Dostupno na: https://hrcak.srce.hr/150252
IEEE
B. Tepeš, L. Szirovicza, A. Sujoldžić i M. Primorac, "Recognition of Linguistic Features by Hidden Markov Model (HMM)", Journal of computing and information technology, vol.5, br. 4, str. 265-271, 1997. [Online]. Dostupno na: https://hrcak.srce.hr/150252. [Citirano: 27.02.2021.]

Sažetak
Based on recent results in creating automatic taggers for different European languages, including the Croatian language, an attempt has been made to use Hidden Markov Model (HMM) for analyzing linguistic (dialectal) microdifferentiation of reproductively isolated populations in the Eastern Adriatic. As in this geographic area two main dialects are spoken, two different HMM were created, one for the recognition of the "čakavian" dialect, and the other one for the recognition of the "štokavian" dialect. The recognition of the dialects is based on their differential phonetic characteristics. The paper gives a short introduction of HMM as a potential mathematical background for future research and results, the development of HMM for dialect classification ("čakavian" and "štokavian"), description of the corpora available at the moment, and the results obtained.

Ključne riječi
Hidden Markov Model; HMM; stochastic tagging; language processing

Hrčak ID: 150252

URI
https://hrcak.srce.hr/150252

Posjeta: 106 *