Non-parametric estimation and correction of non-linear distortion in speech systems

@inproceedings{Balchandran1998NonparametricEA,
  title={Non-parametric estimation and correction of non-linear distortion in speech systems},
  author={Rajesh Balchandran and Richard J. Mammone},
  booktitle={ICASSP},
  year={1998}
}
The performance of speech systems such as speaker recognition degrades drastically when there is mismatch between training and testing conditions, caused by non-linear distortion. This paper describes a technique to estimate and correct such non-linear distortion in speech. The focus is on constrained restoration of degraded speech, that is distortion in the test speech is undone relative to the training speech. Restoration is a two step process estimation followed by inversion. The non… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 19 CITATIONS, ESTIMATED 28% COVERAGE

69 Citations

01020'00'04'09'14'19
Citations per Year
Semantic Scholar estimates that this publication has 69 citations based on the available data.

See our FAQ for additional information.

Similar Papers

Loading similar papers…