Compression Algorithm of Trigram Language Models based on Maximum Likelihood Estimation

5th International Conference on Spoken Language Processing, ICSLP 1998

Volumn , Issue , 1998, Pages

  Yodo, Nonmichi ^a   Shikano, Kiyohiro ^a   Nakamura, Satoshi ^a  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS;

BACKOFFS; COMPRESSION ALGORITHMS; CUT-OFF METHODS; LANGUAGE MODEL; MAXIMUM-LIKELIHOOD ESTIMATION; MODEL-BASED OPC; N-GRAM LANGUAGE MODELS; N-GRAM MODELS; PERFORMANCE; TRI GRAMS;

MAXIMUM LIKELIHOOD ESTIMATION;

EID: 85009109907     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. I.H.Witten, T.C.Bell, "The zero frequency problem: Estimating the probabilities of novel events in adaptive text compression", IEEE Trans.Information Theory, vol.37, No.4, pp.1085-1094 (1991).
2. P.Clarkson, R.Rosenfeld, "Statistical Language Modeling Using The CMU-Cambridge Toolkit", ESCA Eurospeech 1997, vol.5, pp.2707-2710 (1997).
3. A.Bonafonte, J.B.Marino, "Language Modeling Using X-grams", Proc.ICSLP-96, vol.1, pp.394-397 (1996).
4. R.Kneser, "Statistical Language Modeling Using a Variable Context Length", Proc.ICSLP-96, vol.1, pp.494-497 (1996).
5. D.Ron,Y.Singer, N.Tishby, "Learning Probabilistic Automata with Variable Memory Length", 7th Anuual ACM Conf. on Computational Learning Theory, pp.35-46 (1994).
6. K.Seymore, R.Rosenfeld, "Scalable Backoff Language Models", Proc.ICSLP-96, pp.232-235 (1996).
7. Real World Computing Partnership, "Report on Text Database (in Japanese)", Text Group Database Workshop, 1997.
8. Lee.A, Kawahara.T, Doshita.S, "JULIUS - a Japanese LVCSR Engine using Word Trellis Index (in Japanese)", SP98-3, pp.17-24 (1998).
9. Kawahara.T, et al, "Evaluation of Japanese Dictation Toolkit -1997 version- (in Japanese)", SLP98-21, pp. 91-96 (1998).
10. Acoustical Society of Japan, "ASJ Continuous Speech Corpus, Japanese Newspaper Article Sentences", 1997.