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Timoney, Joseph, Feely, Stephen, Jackie, O'Kelly and Lysaght, Thomas (2001) A Speech Feature Vector based on its Maximum Phase Component. In: Irish Signals and Systems Conference 2001, June 26-27 2001, NUI Maynooth, Maynooth, Ireland.
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Abstract
This paper examines the performance of a vowel classification scheme using a new form of feature vector
derived from a decomposition of the speech segment into Maximum Phase and Minimum Phase components.
Justification for this approach in terms of its perceptual relevance is first made, followed by a signal processing
scheme to obtain the components. The form for the feature vector is then discussed. Lastly, experimental work
compares the performance of this new feature vector under a variety of distortion conditions with the contemporary popular choice of Mel-Frequency Cepstral Coefficients.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords: | Speech identification; Maximum phase decomposition; Linear Discrminant analysis; |
| Academic Unit: | Faculty of Science and Engineering > Computer Science |
| Item ID: | 4144 |
| Depositing User: | Joseph Timoney |
| Date Deposited: | 31 Jan 2013 09:45 |
| Refereed: | Yes |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/4144 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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