Four-layer categorization scheme of fast GMM computation techniques in large vocabulary continuous speech recognition systems

8th International Conference on Spoken Language Processing, ICSLP 2004

Volumn , Issue , 2004, Pages 689-692

  Chan, Arthur ^a   Sherwani, Jahanzeb ^a   Mosur, Ravishankar ^a   Rudnicky, Alex ^a  

^a Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EFFICIENCY; CONTINUOUS SPEECH RECOGNITION; GAUSSIAN DISTRIBUTION; VOCABULARY CONTROL;

COMPUTATION TECHNIQUES; GAUSSIAN MIXTURE MODEL; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; PRACTICAL ISSUES; SYSTEMATIC STUDY;

SPEECH RECOGNITION;

EID: 85009112348     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. Mosur, R., Singh, R., Raj B. and Stern, R.M. "The 1999 CMU 10X Real Time Broadcast News Transcription System", Maryland, 2000 Speech Transcription Workshop.
3. Ortmanns, S., Ney, H., Coenen, N. and Eiden, A. "Look-ahead Techniques for Fast Beam Search", ICASSP 1997, Munich, Germany.
4. Woszczyna, M. "Fast Speaker Independent Large Vocabulary Continuous Speech Recognition", Universitat Karlsruhe; Institut fur Logik, Komplexitat und Deduktionssysteme. Dissertation. 1998.
5. Lee, A. "Gaussian Mixture Selection using Context-independent HMM," IEEE ICASSP, 2001.
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7. Gales, M. J. F., Knill, K. M. and Young, S. J. "Use of Gaussian Selection in Large Vocabulary Continuous Speech Recognition Using HMMs" ICSLP 1996. Philadelphia, Pennsylvania.
8. Mosur R., Bisiani, R., and Thayer, E. "Sub-Vector Clustering to Improve Memory and Speed Performance of Acoustic Likelihood Computation" Eurospeech, Rhodes, Greece, Sep 1997.
9. Satoshi, T., Sagayama, S., "Four-Level Tied Structure for Efficient Representation of Acoustic Modeling" in ICASSP Vol. 1 pp. 520-523, 1995
10. Douglas P., "An Investigation of Gaussian Shortlists" ASRU 1999, Keystone, Colarado, USA.