Glottal Source Estimation and Automatic Detection of Dysphonic Speakers (2011)
Abstract / truncated to 115 words
Among all the biomedical signals, speech is among the most complex ones since it is produced and received by humans. The extraction and the analysis of the information conveyed by this signal are the basis of many applications, including the topics discussed in this thesis: the estimation of the glottal source and the automatic detection of voice pathologies. In the first part of the thesis, after a presentation of existing methods for the estimation of the glottal source, a focus is made on the occurence of irregular glottal source estimations when the representation based on the Zeros of the Z-Transform (ZZT) is concerned. As this method is sensitive to the location of the analysis window, ...
speech signal – glottal source estimation – zeros of the z-transform – voice pathology – detection – features selection – mutual information – gaussian mixture models
Information
- Author
- Dubuisson, Thomas
- Institution
- University of Mons
- Supervisor
- Publication Year
- 2011
- Upload Date
- June 27, 2011
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