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Ralf Schlueter, Markus NussbaumThom, Hermann Ney, "Does the Cost Function Matter in Bayes Decision Rule?," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 2, pp. 292301, February, 2012.  
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@article{ 10.1109/TPAMI.2011.163, author = {Ralf Schlueter and Markus NussbaumThom and Hermann Ney}, title = {Does the Cost Function Matter in Bayes Decision Rule?}, journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {34}, number = {2}, issn = {01628828}, year = {2012}, pages = {292301}, doi = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.163}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }  
RefWorks Procite/RefMan/Endnote  x  
TY  JOUR JO  IEEE Transactions on Pattern Analysis and Machine Intelligence TI  Does the Cost Function Matter in Bayes Decision Rule? IS  2 SN  01628828 SP292 EP301 EPD  292301 A1  Ralf Schlueter, A1  Markus NussbaumThom, A1  Hermann Ney, PY  2012 KW  pattern recognition KW  Bayes methods KW  string recognition KW  Bayes decision rule KW  pattern recognition KW  automatic speech recognition KW  ASR KW  optical character recognition KW  OCR KW  partofspeech KW  POS KW  symbol sequence KW  error rate symbol KW  distance cost function KW  Cost function KW  Speech recognition KW  Error analysis KW  Measurement uncertainty KW  Statistical analysis KW  Bayesian methods KW  cost/loss function. KW  Statistical pattern recognition KW  classifier design and evaluation KW  Bayes decision rule VL  34 JA  IEEE Transactions on Pattern Analysis and Machine Intelligence ER   
[1] N. Ehling, R. Zens, and H. Ney, "Minimum Bayes Risk Decoding for BLEU," Proc. 45th Ann. Meeting of the Assoc. for Computational Linguistics, pp. 101104, June 2007.
[2] V. Goel and W. Byrne, "Minimum Bayes Risk Automatic Speech Recognition," Computer Speech and Language, vol. 14, no. 2, pp. 115135, 2000.
[3] V. Goel and W. Byrne, "Minimum Bayes Risk Methods in Automatic Speech Recognition," Pattern Recognition in Speech and Language Processing, W. Chou and B.H. Juang, eds., pp. 5180, CRC Press, 2003.
[4] V. Goel, S. Kumar, and W. Byrne, "Segmental Minimum BayesRisk Decoding for Automatic Speech Recognition," IEEE Trans. Speech and Audio Processing, vol. 12, no. 3, pp. 234249, May 2004.
[5] R.W. Hamming, "Error Detecting and Error Correcting Codes," Bell System Technical J., vol. 26, no. 2, pp. 147160, 1950.
[6] B. Hoffmeister, D. Hillard, S. Hahn, R. Schlüter, M. Ostendorf, and H. Ney, "CrossSite and IntraSite ASR System Combination: Comparisons on Lattice and 1Best Methods," Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 11451148, Apr. 2007.
[7] F. Jelinek, Statistical Methods for Speech Recognition. MIT Press, 1997.
[8] J. Lööf, C. Gollan, S. Hahn, G. Heigold, B. Hoffmeister, C. Plahl, D. Rybach, R. Schlüter, and H. Ney, "The RWTH 2007 TCSTAR Evaluation System for European English and Spanish," Proc. European Conf. Speech Comm. and Technology, pp. 21452148, Aug. 2007.
[9] L. Mangu, E. Brill, and A. Stolcke, "Finding Consensus Among Words: LatticeBased Word Error Minimization," Proc. European Conf. Speech Comm. and Technology, pp. 495498, Sept. 1999.
[10] B. Merialdo, "Tagging English Text with a Probabilistic Model," Computational Linguistics, vol. 2, no. 20, pp. 155168, June 1994.
[11] H. Ney, M. Popovic, and D. Sündermann, "Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging," Proc. Conf. Empirical Methods in Natural Language Processing, pp. 270276, July 2004.
[12] R. Schlüter, T. Scharrenbach, V. Steinbiss, and H. Ney, "Bayes Risk Minimization Using Metric Loss Functions," Proc. European Conf. Speech Comm. and Technology, http://wwwi6. informatik.rwthaachen.de/ schluterBayesMetricLossEURO SPEECH2005.pdf , pp. 14491452, Sept. 2005.
[13] R. Schlüter, M. NussbaumThom, and H. Ney, "Simulation of Fixed Length Word String Probability Distributions," http://wwwi6.informatik.rwthaachen.de/ publications/download/714Schlueter2010.pdf , Dec. 2010.
[14] R. Schlüter, M. NussbaumThom, and H. Ney, "On the Relationship between Bayes Risk and Word Error Rate in ASR," IEEE Trans. Audio, Speech, and Language Processing, vol. 19, no. 5, pp. 11031112, July 2011.
[15] A. Stolcke, Y. König, and M. Weintraub, "Explicit Word Error Rate Minimization in NBest List Rescoring," Proc. European Conf. Speech Comm. and Technology, pp. 163166, Sept. 1997.
[16] F. Wessel, R. Schlüter, and H. Ney, "Explicit Word Error Minimization Using Word Hypothesis Posterior Probabilities," Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, pp. 3336, May 2001.