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Original scientific paper

Continuous Speech Recognition by a Network of Hidden Markov Models

Nikola Pavešić ; Faculty of Electrical and Computer Engineering, University of Ljubljana, Ljubljana, Slovenia

Fulltext: english, pdf (5 MB) pages 193-205 downloads: 41* cite
APA 6th Edition
Pavešić, N. (1995). Continuous Speech Recognition by a Network of Hidden Markov Models. Journal of computing and information technology, 3 (3), 193-205. Retrieved from https://hrcak.srce.hr/150427
MLA 8th Edition
Pavešić, Nikola. "Continuous Speech Recognition by a Network of Hidden Markov Models." Journal of computing and information technology, vol. 3, no. 3, 1995, pp. 193-205. https://hrcak.srce.hr/150427. Accessed 14 Nov. 2019.
Chicago 17th Edition
Pavešić, Nikola. "Continuous Speech Recognition by a Network of Hidden Markov Models." Journal of computing and information technology 3, no. 3 (1995): 193-205. https://hrcak.srce.hr/150427
Harvard
Pavešić, N. (1995). 'Continuous Speech Recognition by a Network of Hidden Markov Models', Journal of computing and information technology, 3(3), pp. 193-205. Available at: https://hrcak.srce.hr/150427 (Accessed 14 November 2019)
Vancouver
Pavešić N. Continuous Speech Recognition by a Network of Hidden Markov Models. Journal of computing and information technology [Internet]. 1995 [cited 2019 November 14];3(3):193-205. Available from: https://hrcak.srce.hr/150427
IEEE
N. Pavešić, "Continuous Speech Recognition by a Network of Hidden Markov Models", Journal of computing and information technology, vol.3, no. 3, pp. 193-205, 1995. [Online]. Available: https://hrcak.srce.hr/150427. [Accessed: 14 November 2019]

Abstracts
This paper gives an overview of the principles of a system for phoneme based, large vocabulary, continuous speech recognition. In particular, the issue of acoustic-phonetic modelling using Hidden Markov Models is addressed.

Some experiences of Laboratory for artificial perception at University of Ljubljana in attacking some of these problems is presented.

Keywords
Continuous Speech Recognition; Hidden Markov Model; Viterbi Algorithm; Baum-Welch Algorithm; Acoustic-Phonetic Modelling; Language Modelling; Perplexity; Viterbi-Decoding Technique; Beam Search

Hrčak ID: 150427

URI
https://hrcak.srce.hr/150427

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