@article{ozerov:hal-00717992, TITLE = {{Uncertainty-based learning of acoustic models from noisy data}}, AUTHOR = {Ozerov, Alexey and Lagrange, Mathieu and Vincent, Emmanuel}, URL = {https://inria.hal.science/hal-00717992}, NOTE = {Revised version including a bugfix in the computation of the Wiener uncertainty estimator and in the corresponding numerical results in Tables 1, 2, 3, E.6, E.7 and in Figure 6 compared to the original version published by Elsevier.}, JOURNAL = {{Computer Speech and Language}}, PUBLISHER = {{Elsevier}}, VOLUME = {27}, NUMBER = {3}, PAGES = {874-894}, YEAR = {2013}, MONTH = Feb, DOI = {10.1016/j.csl.2012.07.002}, KEYWORDS = {Noisy data ; Training ; Uncertainty ; Classification ; Acoustic model ; Gaussian mixture model ; Hidden Markov model ; Expectation-maximization}, PDF = {https://inria.hal.science/hal-00717992v2/file/ozerov_CSL12.pdf}, HAL_ID = {hal-00717992}, HAL_VERSION = {v2}, }