Depression is a common and serious mood disorder that negatively affects the patient's
capacity of functioning normally in daily tasks. Speech is proven to be a vigorous tool in …

The sound of a person's voice is commonly used to identify the speaker. The sound of
speech is also starting to be used to detect medical conditions, such as depression. It is not …

There is an urgent need to detect depression using a non-intrusive approach that is reliable
and accurate. In this paper, a simple and efficient unimodal depression detection approach …

Depression is a large-scale mental health problem and a challenging area for machine
learning researchers in detection of depression. Datasets such as Distress Analysis …

Although social anxiety and depression are common, they are often underdiagnosed and
undertreated, in part due to difficulties identifying and accessing individuals in need of …

Distress is a complex condition, which affects a significant percentage of cancer patients and
may lead to depression, anxiety, sadness, suicide and other forms of psychological …

Depression is a common mental health problem leading to significant disability worldwide. It
is not only common but also commonly co-occurs with other mental and neurological …

Background: Depressive disorder is a common affective disorder, also known as
depression, which is characterized by sadness, loss of interest, feelings of guilt or low self …

Attachment styles are known to have significant associations with mental and physical
health. Specifically, insecure attachment leads individuals to higher risk of suffering from …

Speech based depression classification has gained immense popularity over the recent
years. However, most of the classification studies have focused on binary classification to …