Multi-resolution classification techniques for PTSD detection from ...
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We describe a set of novel techniques used for identifying PTSD in patients from audio interviews. In particular, to improve classification performance, ...
Abstract—We describe a set of novel techniques used for iden- tifying PTSD in patients from audio interviews. In particular, to improve classification ...
Post-Traumatic Stress Disorder. Conference Paper. Multi-resolution classification techniques for PTSD detection from audio interviews. December 2018. DOI ...
A Multi-Resolution Approach for Audio Classification ... Multi-resolution classification techniques for PTSD detection from audio interviews.
We describe a multi-resolution approach for audio classification and illustrate its application to the open data set for environmental sound classification.
2013. Multi-resolution classification techniques for PTSD detection from audio interviews. S Voronin, L Xiao, G Mei, R Xu. 2018 IEEE International Symposium on ...
Distinct speech patterns differentiate PTSD patients and controls. Classification models accurately discern both groups. Regression model gauges PTSD severity, ...
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May 9, 2024 · In PTSD, ML techniques are mainly applied in pre-diagnosis screening, identifying PTSD and its subtypes, distinguishing PTSD from other ...
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Multi-resolution classification techniques for PTSD detection from audio interviews. S Voronin, L Xiao, G Mei, R Xu. 2018 IEEE International Symposium on Signal ...
Our study uses sentiment analysis (a sub-branch of NLP) to gauge the emotional valence of textual data from an individual suffering from PTSD. Our task is to ...