Quantitative assessment of speech in cerebellar ataxia using magnitude and phase based cepstrum

Kashyap, Bipasha, Pathirana, Pubudu N., Horne, Malcolm, Power, Laura and Szmulewicz, David 2020, Quantitative assessment of speech in cerebellar ataxia using magnitude and phase based cepstrum, Annals of biomedical engineering, pp. 1-15, doi: 10.1007/s10439-020-02455-7.

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Title Quantitative assessment of speech in cerebellar ataxia using magnitude and phase based cepstrum
Author(s) Kashyap, BipashaORCID iD for Kashyap, Bipasha orcid.org/0000-0002-9469-858X
Pathirana, Pubudu N.ORCID iD for Pathirana, Pubudu N. orcid.org/0000-0001-8014-7798
Horne, Malcolm
Power, Laura
Szmulewicz, David
Journal name Annals of biomedical engineering
Start page 1
End page 15
Total pages 15
Publisher Springer
Place of publication New York, N.Y.
Publication date 2020
ISSN 0090-6964
1573-9686
Keyword(s) Cepstrum
Feature selection
Mel-frequency cepstral coefficients (MFCCs)
Modified group delay (MGD)
Phase
Random Forests (RF)
Support vector machines (SVM)
Language eng
DOI 10.1007/s10439-020-02455-7
Indigenous content off
Field of Research 11 Medical and Health Sciences
09 Engineering
HERDC Research category C1 Refereed article in a scholarly journal
ERA Research output type C Journal article
Persistent URL http://hdl.handle.net/10536/DRO/DU:30134289

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