ISCA Archive Eurospeech 1999
ISCA Archive Eurospeech 1999

Speech enhancement for linear-predictive-analysis-by-synthesis coders

Marcin Kuropatwinski, Dieter Leckschat, Kristian Kroschel, Andrzej Czyzewski, Chaz Hales

Speech coding techniques commonly used in low bit rate analysis-by-synthesis linear predictive coders (LPAS coders) create a model that emphasizes the important features of a speech signal. The utilization of these coding methods for speech enhancement is shown. Specifically, the speech signal will be modeled as the output of a cascade of an adaptive formant filter and an adaptive pitch filter, driven by a white Gaussian process with a time changing variance. The parameter and signal estimation method, which is based on the Expectation Maximization (EM) algorithm and implements this speech signal model, is investigated. The proposed approach yields better performance both in SNR and subjective impression than do speech enhancement methods which use only AR speech signal parameters.


doi: 10.21437/Eurospeech.1999-522

Cite as: Kuropatwinski, M., Leckschat, D., Kroschel, K., Czyzewski, A., Hales, C. (1999) Speech enhancement for linear-predictive-analysis-by-synthesis coders. Proc. 6th European Conference on Speech Communication and Technology (Eurospeech 1999), 2383-2386, doi: 10.21437/Eurospeech.1999-522

@inproceedings{kuropatwinski99_eurospeech,
  author={Marcin Kuropatwinski and Dieter Leckschat and Kristian Kroschel and Andrzej Czyzewski and Chaz Hales},
  title={{Speech enhancement for linear-predictive-analysis-by-synthesis coders}},
  year=1999,
  booktitle={Proc. 6th European Conference on Speech Communication and Technology (Eurospeech 1999)},
  pages={2383--2386},
  doi={10.21437/Eurospeech.1999-522}
}