MMSE estimation of log-filterbank energies for robust speech recognition

@article{Stark2011MMSEEO,
  title={MMSE estimation of log-filterbank energies for robust speech recognition},
  author={Anthony P. Stark and Kuldip K. Paliwal},
  journal={Speech Communication},
  year={2011},
  volume={53},
  pages={403-416}
}

• Anthony P. Stark, Kuldip K. Paliwal
• Published in Speech Communication 2011
• DOI:10.1016/j.specom.2010.11.004

In this paper, we derive a minimum mean square error log-filterbank energy estimator for environment-robust automatic speech recognition. While several such estimators exist within the literature, most involve trade-offs between simplifications of the log-filterbank noise distortion model and analytical tractability. To avoid this limitation, we extend a well known spectral domain noise distortion model for use in the log-filterbank energy domain. To do this, several mathematical… CONTINUE READING

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