[HTML][HTML] Depression recognition using a proposed speech chain model fusing speech production and perception features
Background Increasing depression patients puts great pressure on clinical diagnosis. Audio-
based diagnosis is a helpful auxiliary tool for early mass screening. However, current …
based diagnosis is a helpful auxiliary tool for early mass screening. However, current …
[PDF][PDF] Extended Study on the Use of Vocal Tract Variables to Quantify Neuromotor Coordination in Depression.
Abstract Changes in speech production that occur as a result of psychomotor slowing, a key
feature of Major Depressive Disorder (MDD), are used to non-invasively diagnose MDD. In …
feature of Major Depressive Disorder (MDD), are used to non-invasively diagnose MDD. In …
Towards using breathing features for multimodal estimation of depression severity
Breathing patterns are shown to have strong correlations with emotional states, and hence
have promise for automatic mood order prediction and analysis. An essential challenge here …
have promise for automatic mood order prediction and analysis. An essential challenge here …
Research on depression detection algorithm combine acoustic rhythm with sparse face recognition
J Zhao, W Su, J Jia, C Zhang, T Lu - Cluster Computing, 2019 - Springer
Due to the existence of false positive rate of the traditional depression diagnosis method,
this paper proposes a multi-modal fusion algorithm based on speech signal and facial …
this paper proposes a multi-modal fusion algorithm based on speech signal and facial …
An analysis of voice quality of Chinese patients with depression
Y Jia, Y Liang, T Zhu - 2019 22nd Conference of the Oriental …, 2019 - ieeexplore.ieee.org
In the present study, we empirically explore how the voice quality of depression patients (as
experimental group) differs from that of healthy people (as control group), in terms of jitter …
experimental group) differs from that of healthy people (as control group), in terms of jitter …
Automatic Assessment for Severe Self-Reported Depressive Symptoms Using Speech Cues
J Wang, K Lv, C Liu, X Nie, D Gowda… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Patients with severe depressive symptoms are exposed to high suicidal risk. Since
assessing depressive symptoms is either implicated by variability among subjects and …
assessing depressive symptoms is either implicated by variability among subjects and …
The Prosodic Realization of Information Structure for Chinese Discourse Production by Depression Patients
B Li, Y Jia - 2020 23rd Conference of the Oriental COCOSDA …, 2020 - ieeexplore.ieee.org
In this paper, we present a study on the phonetic realization of information structure for
production of Chinese reading text by depression patients in comparison with normal …
production of Chinese reading text by depression patients in comparison with normal …
Generalizable Depression Detection and Severity Prediction Using Articulatory Representations of Speech
N Seneviratne - 2022 - search.proquest.com
Abstract Major Depressive Disorder (MDD) is a mental health disorder that has taken a
massive toll on society both socially and financially. Timely diagnosis of MDD is extremely …
massive toll on society both socially and financially. Timely diagnosis of MDD is extremely …