Bayes risk minimization using metric loss functions

9th European Conference on Speech Communication and Technology

Volumn , Issue , 2005, Pages 1449-1452

  Schluter R ^a   Scharrenbach, T ^a   Steinbiss, V ^a   Ney, H ^a  

^a RWTH AACHEN UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COST BENEFIT ANALYSIS; DECISION THEORY; FUNCTIONS; OPTIMIZATION; PROBABILITY; RISK MANAGEMENT;

BAYES RISK MINIMIZATION; METRIC LOSS FUNCTIONS; WORD ERROR RATE;

SPEECH RECOGNITION;

EID: 33745211903     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. V. Goel, W. Byrne: "Minimum Bayes Risk Automatic Speech Recognition," Computer Speech and Language, Vol. 14, No. 2, pp. 115-135, 2000.
2. V. Goel, W. Byrne: "Minimum Bayes Risk Methods in Automatic Speech Recognition," in W. Chou, B.H. Juang (eds.): Pattern Recognition in Speech and Language Processing, pp. 51-80, CRC Press, Boca Raton, FL, 2003.
3. W.Macherey, L. Haferkamp, R. Schlüter, H. Ney: "Investigations on Error Minimizing Training Criteria for Discriminative Training in Automatic Speech Recognition," submitted to European Conference on Speech Communication and Technology (Interspeech), Lisbon, September 2005.
4. L. Mangu, E. Brill, A. Stolcke: "Finding Consensus Among Words: Lattice-Based Word Error Minimization," Proc. European Conference on Speech Communication and Technology (EUROSPEECH), pp. 495-498, Budapest, Hungary, Sept. 1999.
5. A. Stolcke, Y. König, M. Weintraub: "Explicit Word Error Rate Minimization in N-Best List Rescoring," Proc. European Conference on Speech Communication and Technology (EUROSPEECH), pp. 163-166, Rhodes, Greece, Sept. 1997.
6. F. Wessel, R. Schlüter, H. Ney: "Explicit Word Error Minimization using Word Hypothesis Posterior Probabilities," Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 33-36, Salt Lake City, Utah, May 2001.