An ensemble modeling approach to joint characterization of speaker and speaking environments

@inproceedings{Tsao2007AnEM,
  title={An ensemble modeling approach to joint characterization of speaker and speaking environments},
  author={Yu Tsao and Chin-Hui Lee},
  booktitle={INTERSPEECH},
  year={2007}
}
We propose an ensemble modeling framework to jointly characterize speaker and speaking environments for robust speech recognition. We represent a particular environment by a super-vector formed by concatenating the entire set of mean vectors of the Gaussian mixture components in its corresponding hidden Markov model set. In the training phase we generate an ensemble speaker and speaking environment super-vector by concatenating all the supervectors trained on data from many real or simulated… CONTINUE READING

Citations

Publications citing this paper.
Showing 1-8 of 8 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 11 references

Multistyle training for robust isolated-word speech recognition

R. P. Lippmann, E. A. Martin, D. B. Paul
in Proc. ICASSP, • 1987
View 1 Excerpt

Similar Papers

Loading similar papers…