Neural-network based measures of confidence for word recognition Export

@proceedings{citeulike:4095594, abstract = {This paper proposes a probabilistic framework to define and evaluate confidence measures for word recognition. We describe a novel method to combine different knowledge sources and estimate the confidence in a word hypothesis, via a neural network. We also propose a measure of the joint performance of the recognition and confidence systems. The definitions and algorithms are illustrated with results on the Switchboard Corpus}, author = {Weintraub, M. and Beaufays, F. and Rivlin, Z. and Konig, Y. and Stolcke, A.}, booktitle = {Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on}, citeulike-article-id = {4095594}, citeulike-linkout-0 = {http://dx.doi.org/10.1109/ICASSP.1997.596078}, citeulike-linkout-1 = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=596078}, doi = {10.1109/ICASSP.1997.596078}, journal = {Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on}, keywords = {confidence, measure}, pages = {887--890 vol.2}, posted-at = {2009-02-24 23:45:27}, priority = {0}, title = {Neural-network based measures of confidence for word recognition}, url = {http://dx.doi.org/10.1109/ICASSP.1997.596078}, volume = {2}, year = {1997} }

TY - CONF ID - citeulike:4095594 L3 - citeulike-article-id:4095594 N2 - This paper proposes a probabilistic framework to define and evaluate confidence measures for word recognition. We describe a novel method to combine different knowledge sources and estimate the confidence in a word hypothesis, via a neural network. We also propose a measure of the joint performance of the recognition and confidence systems. The definitions and algorithms are illustrated with results on the Switchboard Corpus JF - Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on EP - 890 vol.2 TI - Neural-network based measures of confidence for word recognition VL - 2 T2 - Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on SP - 887 KW - confidence KW - measure AU - Weintraub, M AU - Beaufays, F AU - Rivlin, Z AU - Konig, Y AU - Stolcke, A PY - 1997/// UR - http://dx.doi.org/10.1109/ICASSP.1997.596078 ER -