Large vocabulary statistical language modeling for continuous speech recognition in finnish

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 737-740

  Siivola, Vesa ^a   Kurimo, Mikko ^a   Lagus, Krista ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; CONFORMAL MAPPING; CONTINUOUS SPEECH RECOGNITION; MODELING LANGUAGES; NATURAL LANGUAGE PROCESSING SYSTEMS; SELF ORGANIZING MAPS; SEMANTICS; SPEECH COMMUNICATION; VOCABULARY CONTROL;

LARGE VOCABULARY; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; LATENT SEMANTICS; NEURAL COMPUTING; STATISTICAL LANGUAGE MODELING; STATISTICAL LANGUAGE MODELS; TEXT COLLECTION; TOPIC DETECTION;

SPEECH RECOGNITION;

EID: 33745191688     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. P. Clarkson and A. Robinson. Language model adaptation using mixtures and an exponentially decaying cache. In ICASSP-97, pages 799-802, 1997.
2. P. Clarkson and R. Rosenfeld. Statistical language modeling using CMU-Cambridge toolkit. In EUROSPEECH- 97, pages 2707-2710, 1997.
3. P. Clarkson and A. Robinson. Improved language modelling through better language model evaluation measures. Computer Speech and Language, 15(1):39-53, 2001.
4. R. Iyer and M. Ostendorf.. Modeling long range dependencies in language. In ICSLP-96, pages 236-239, 1996.
5. M. Jalanko. Studies of Learning Projective Methods in Automatic Speech Recognition. PhD thesis, Helsinki University of Technology, Espoo, Finland, 1980.
6. R. Kneser and H. Ney. Improved clustering techniques for class-based statistical language modelling. In EUROSPEECH-93, pages 973-976, 1993.
7. T. Kohonen. The 'neural' phonetic typewriter. Computer, 21(3):11-22, 1988.
8. T. Kohonen. Self-Organizing Maps. Springer, Berlin, 2001. 3rd ed.
9. T. Kohonen, J. Hynninen, J. Kangas, and J. Laaksonen. SOM-PAK: The self-organizing map programming package. Report A31, Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, 1996. Program package available via WWW at URL http://nucleus.hut.fi/nnrc/som-pak.
10. T. Kohonen, S. Kaski, K. Lagus, J. Salojärvi, V. Paatero, and A. Saarela. Organization of a massive document collection. IEEE Trans. Neural Networks, 11(3):574-585, 2000.
11. K. Koskenniemi. Two-Level Morphology: A General Computational Model for Word-Form Recognition and Production. PhD thesis, University of Helsinki, Finland, 1983.
12. M. Kurimo. Using Self-Organizing Maps and Learning Vector Quantization for Mixture Density Hidden Markov Models. PhD thesis, Helsinki University of Technology, Espoo, Finland, 1997.
13. K. Lagus. Text Mining with WEBSOM. PhD thesis, Helsinki University of Technology, Espoo, Finland, 2000.
14. S. Renals and M. Hochberg. Start-synchronous search for large vocabulary continuous speech recognition. IEEE Trans. Speech and Audio Processing, 7:542-553, 1999.
15. H. Ritter and T. Kohonen. Self-organizing semantic maps. Biol. Cyb., 61(4):241-254, 1989.
16. V. Siivola. An adaptive method to achieve speaker independence in a speech recognition system. Master's thesis, Helsinki University of Technology, Espoo, Finland, 1999.
17. V. Siivola. Language modeling based on neural clustering of words. IDIAP-Com 02, Martigny, Switzerland, 2000.
18. K. Torkkola, J. Kangas, P. Utela, S. Kaski, M. Kokkonen, M. Kurimo, and T. Kohonen. Status report of the Finnish phonetic typewriter project. In Artificial Neural Networks, pages 771-776, North-Holland, Amsterdam, 1991.
19. M. Vilkuna. Free Word Order in Finnish. Its Syntax and discourse functions. SKS, Helsinki, Finland, 1989.
20. A. Waibel, P. Geutner, L.M. Tomokiyo, T. Schultz, and M. Woszczyna. Multilinguality in speech and spoken language systems. Proc. IEEE, 88(8):1297-1313, 2000.