HAMMING DISTANCE APPROXIMATION FOR A FAST LOG-LIKELIHOOD COMPUTATION FOR MIXTURE DENSITIES

4th European Conference on Speech Communication and Technology, EUROSPEECH 1995

Volumn , Issue , 1995, Pages 1083-1086

  Beyerlein, Peter ^a   Ullrich, Meinhard ^a  

^a GmbH Forschungslaboratorien Aachen ^*  (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DECODING; HAMMING DISTANCE; MIXTURES; SPEECH COMMUNICATION; SPEECH RECOGNITION; VOCABULARY CONTROL;

COMPONENT DENSITY; CONTINUOUS MIXTURES; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; LIKELIHOOD COMPUTATION; LOG LIKELIHOOD; MIXTURE DENSITY; NEAR NEIGHBOR SEARCHES; PHILIPS; RUNTIMES; SPEECH RECOGNITION SYSTEMS;

NEAREST NEIGHBOR SEARCH;

EID: 0000972383     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. p. Beyerlein, "Fast Log-Likelihood Computation for Mixture Densities in a High-Dimensional Feature Space", Proc. I C S L P Yokohama, 1994, pp. 271-274.
2. H. Ney, "Acoustic Modelling of Phoneme Units for Continuous Speech Recognition", Signal Processing V: Theory and Applications, 1990.
3. H. Ney, V. Steinbiss, R. Hab-Umbach, B.-H. Tran, U. Essen, "An Overview of the Philips Research System for Large-Vocabulary Continuous Speech Recognition", International Journal of Pattern Recognition and Artificial Intelligence, 1994, Vol. 8, No. 1, pp. 33-70.
4. E. Vidal, "An Algorithm For Finding Nearest Neighbors in (Approximately) Constant Average Time", Pattern Recognition Letters 4, 1986.
5. R.O. Duda, P.E. Hart, "Pattern Classification and Scene Analysis", John Wuey & Sons, Inc., 1973
6. E. Bocchieri. "Vector Quantization for the Efficient Computation of Continuous Density Likelihoods", Proc. ICASSP Minneapolis, 1993, pp. 692-695.
7. P. Aibar, A. Juan, E. Vidal, "Extensions to the Approximating and Eliminating Search Algorithm (AESA) for Finding K-Nearest-Neighbours", NATO-ASI, New Advances in Speech Recognition and Coding, Bubion, 1993.
8. R. Hab-Umbach, D. GeUer, H. Ney, "Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities", Proc. ICASSP Minneapolis, 1993, pp 239-292.
9. C. Dugast, P. Beyerlein, R. Hab-Umbach, "Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition", Proc. ICASSP'95 Detroit, 1995, Vol. I. pp 524-527.
10. X. Aubert, C. Dugast, H. Ney, V. Steinbiss, "Large Vocabulary Continuous Speech Recognition of W a l Street Journal Corpus", Proc. I C A S S P Adelaide, 1994, Vol. I I. pp 129-132.