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DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS

Abstract: 

Aphasia is an acquired communication disorder resulting from brain damage and impairs an individual’s ability to use, produce, and comprehend language. Loss of communication skills can be stressful and may result in depression, yet most stress and depression diagnostic tools are designed for adults without aphasia. This project is a research effort to predict stress and depression from acoustic profiles of adults with aphasia using linear support-vector regression. The labels were obtained through caregiver surveys (SADQ-10) or surveys not designed for adults with aphasia (PSS).

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Paper Details

Authors:
Jacqueline Laures-Gore, Mathew Farina, Scott Russell, Yash-yee Logan
Submitted On:
1 March 2017 - 11:29am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Elliot Moore, Yash-Yee Logan
Paper Code:
3212
Document Year:
2017
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Document Files

ICASSP2017_poster_v1[1].pptx

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[1] Jacqueline Laures-Gore, Mathew Farina, Scott Russell, Yash-yee Logan, "DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1558. Accessed: Aug. 18, 2017.
@article{1558-17,
url = {http://sigport.org/1558},
author = {Jacqueline Laures-Gore; Mathew Farina; Scott Russell; Yash-yee Logan },
publisher = {IEEE SigPort},
title = {DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS},
year = {2017} }
TY - EJOUR
T1 - DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS
AU - Jacqueline Laures-Gore; Mathew Farina; Scott Russell; Yash-yee Logan
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1558
ER -
Jacqueline Laures-Gore, Mathew Farina, Scott Russell, Yash-yee Logan. (2017). DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS. IEEE SigPort. http://sigport.org/1558
Jacqueline Laures-Gore, Mathew Farina, Scott Russell, Yash-yee Logan, 2017. DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS. Available at: http://sigport.org/1558.
Jacqueline Laures-Gore, Mathew Farina, Scott Russell, Yash-yee Logan. (2017). "DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS." Web.
1. Jacqueline Laures-Gore, Mathew Farina, Scott Russell, Yash-yee Logan. DETECTING STRESS AND DEPRESSION IN ADULTS WITH APHASIA THROUGH SPEECH ANALYSIS [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1558