Language modeling using PLSA-based topic HMM

IEICE Transactions on Information and Systems

Volumn E91-D, Issue 3, 2008, Pages 522-528

  Sako, Atsushi ^a   Takiguchi, Tetsuya ^a   Ariki, Yasuo ^a  

^a KOBE UNIVERSITY   (Japan)

Author keywords

Adaptation; Automatic speech recognition; HMM; Language model; PLSA

Indexed keywords

COMPUTATIONAL LINGUISTICS; DEEP NEURAL NETWORKS; MODELING LANGUAGES; PROBABILITY DISTRIBUTIONS;

ADAPTATION; AUTOMATIC SPEECH RECOGNITION; CONVENTIONAL METHODS; LANGUAGE MODEL; PLSA; TOPIC DISTRIBUTIONS; TOPIC TRANSITION; WORD ACCURACIES;

SPEECH RECOGNITION;

EID: 68149172494     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1093/ietisy/e91-d.3.522     Document Type: Article

References (13)

1. Y. Ariki, T. Shigemori, T. Kaneko, J. Ogata, and M. Fujimoto, "Live speech recognition in sports games by adaptation of acoustic model and language model," Eurospeech2003, pp.1453-1456, 2003.
2. A. Sako and Y. Ariki, "Structuring baseball live games based on speech recognition using task dependent knowledge and emotion state recognition," ICASSP 2005, pp.1049-1052, 2005.
3. E. Morikawa, M. Yokoyama, Y. Sugita, and K. Shirai, "Spoken dialogue modeling based on statistical approach," Proc. Information Processing Society of Japan, Spoken Language Processing, vol.97, no.16 (19970207), pp.131-137, 1997.
4. T. Kawabata, "Topic focusing mechanism for speech recognition based on probabilistic grammar and topic Markov model," Proc. ICASSP-95, vol.1, pp.317-320, 1995.
5. M. Woszczyna and A. Waibel, "Inferring linguistic structure in spoken language," ICSLP 1994, vol.2, pp.847-850, 1994.
6. T. Nagano, M. Suzuki, A. Ito, and S. Makino, "Language modeling using stochastic switching N-gram," Proc. 18th International Congress on Acoustics, V, pp.3697-3700, 2004.
7. J.R. Bellegarda, "Exploiting latent semantic information in statistical language modeling," Proc. IEEE, vol.88, no.8, pp.1279-1296, 2000.
8. D. Gildea and T. Hofmann, "Topic-based language models using EM," Eurospeech'99, pp.2167-2170, 1999.
9. T. Hofmann, "Probabilistic latent semantic analysis," Proc. Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI'99), 1999.
10. S. Furui, K. Maekawa, and H. Isahara, "Spontaneous speech: Corpus and processing technology," The Corpus of Spontaneous Japanese, pp.1-6, 2002.
11. J. Ogata and Y. Ariki, "Syllable-based acoustic modeling for Japanese spontaneous speech recognition," Eurospeech 2003, pp.2513-2516, Sept. 2003.
12. E. Thelen, X. Aubert, and P. Beyerlein, "Speaker adaptation in the philips system for large vocabulary continuous speech recognition," ICASSP 1997, pp.1035-1038, 1997.
13. A. Lee, T. Kawahara, K. Takeda, M. Mimura, A. Yamada, A. Ito, K. Ito, and K. Shikano, "Continuous speech recognition consortium An open repository for CSR tools and models," Proc. IEEE Int'l Conf. on Language Resources and Evaluation, 2002.