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Please use this identifier to cite or link to this item: http://hdl.handle.net/2262/40655

Title: Acoustic and Temporal Analysis of Speech: A Potential Biomarker for Schizophrenia
Author: D'ARCY, SHONA
RAPCAN, VILIAM
REILLY, RICHARD
Sponsor: Enterprise Ireland
Author's Homepage: http://people.tcd.ie/reillyri
http://people.tcd.ie/darcysh
http://people.tcd.ie/vrapcan
Keywords: Psychiatry
schizophrenia
Issue Date: 2010
Citation: Rapcan V., D'Arcy S., Yeap S., N, Thakore J., Reilly R.B, Acoustic and Temporal Analysis of Speech: A Potential Biomarker for Schizophrenia, Medical Engineering & Physics, 32, 9, 2010, 1074-9
Series/Report no.: Medical Engineering & Physics
32
9
Abstract: Currently, there are no established objective biomarkers for the diagnosis or monitoring of schizophrenia. It has been previously reported that there are notable qualitative differences in the speech of schizophrenics. The objective of this study was to determine whether a quantitative acoustic and temporal analysis of speech may be a potential biomarker for schizophrenia. In this study, 39 schizophrenic patients and 18 controls were digitally recorded reading aloud an emotionally neutral text passage from a children's story. Temporal, energy and vocal pitch features were automatically extracted from the recordings. A classifier based on linear discriminant analysis was employed to differentiate between controls and schizophrenic subjects. Processing the recordings with the algorithm developed demonstrated that it is possible to differentiate schizophrenic patients and controls with a classification accuracy of 79.4% (specificity=83.6%, sensitivity=75.2%) based on speech pause related parameters extracted from recordings carried out in standard office (non-studio) environments. Acoustic and temporal analysis of speech may represent a potential tool for the objective analysis in schizophrenia.
Description: PUBLISHED
PMID: 20692864
URI: http://hdl.handle.net/2262/40655
Related links: http://dx.doi.org/10.1016/j.medengphy.2010.07.013
http://dx.doi.org/10.1016/j.medengphy.2010.07.013
Appears in Collections:Administrative Staff Authors (Scholarly Publications)

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