Data driven number-of-states selection in HMM topologies

8th International Conference on Spoken Language Processing, ICSLP 2004

Volumn , Issue , 2004, Pages 665-668

  Knoblauch, Dirk ^a  

^a UNIVERSITY OF HAMBURG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

KNOWLEDGE BASED SYSTEMS;

DATA DRIVEN; DATA-DRIVEN APPROACH; KNOWLEDGE BASED DESIGN; KNOWLEDGE-BASED APPROACH; NUMBER OF STATE; PARALLEL PATH; SPEECH DATA; VITERBI PATH;

TOPOLOGY;

EID: 51149106379     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. L. Rabiner and B. Juang, Fundamentals of Speech Recognition. Prentice Hall, 1993.
2. K.-F. Lee, Automatic Speech Recognition: The Development of the SPHINX SYSTEM. Boston: Kluwer Academic Publishers, 1989.
3. W. Wahlster, Verbmobil: Foundations of Speech-to-Speech Translation. Springer, 2000.
4. J. L. Jay, J. Kim, and J. H. Kim, "Data-driven Design of HMM Topology for On-line Handwriting Recognition," World Scientific Series In Machine Perception And Artificial Intelligence Series, 2001.
5. A. J. Viterbi, "Error Bounds for Convolutional Codes and an Asymptotically Optimum Decoding Algorithm," in IEEE Transactions on Information Theory, Beijing, China, 1967.
6. R. Duda and P. Hart, Pattern Classification and Scene Analysis. Wiley, 1973.
7. L. Rabiner, B. Juang, S. Levinson, and M. Sondhi, "Recognition of isolated digits using hidden markov models with continuous mixture densities," AT&T Technical Journal, 1985.
8. D. Gibbon. (1997) SAMPA-D-VMlex. [Online]. Available: http://coral.lili.uni-bielefeld.de/Documents/sampa-d-vmlex.html
9. F. Schiel, "Automatic Phonetic Transcription of Non-Prompted Speech," in Proc. of the ICPhS 1999, San Francisco, 1999.
10. N. Beringer and F. Schiel, "The Quality of Multilingual Automatic Segmentation Using German MAUS," in Proc. of the International Conference on Spoken Language Processing, Beijing, China, 2000.
11. A. Kipp, "Automatische Segmentierung und Etikettierung von Spontansprache," Ph.D. dissertation, Technical University of Munich, 1998.
12. K. Weilhammer and F. Schiel, "Investigation of Language Structure by Means of Language Models Incorporating Breathing and Articulatory Noise," in Proc. of the ICPhS, San Francisco, 1999.
13. S. Young, G. Evermann, D. Kershaw, G. Moore, J. Odell, D. Ollason, D. Povey, V. Valtchev, and P. Woodland, The HTK Book (Version 3.2), Cambridge University Engineering Dep., Microsoft Corp., 2002.