Computational analysis of persuasiveness in social multimedia: A novel dataset and multimodal prediction approach
Our lives are heavily influenced by persuasive communication, and it is essential in almost
any types of social interactions from business negotiation to conversation with our friends …
any types of social interactions from business negotiation to conversation with our friends …
Cicero-towards a multimodal virtual audience platform for public speaking training
Public speaking performances are not only characterized by the presentation of the content,
but also by the presenters' nonverbal behavior, such as gestures, tone of voice, vocal …
but also by the presenters' nonverbal behavior, such as gestures, tone of voice, vocal …
Prediction of depression severity based on the prosodic and semantic features with bidirectional LSTM and time distributed CNN
K Mao, W Zhang, DB Wang, A Li, R Jiao… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Depression is increasingly impacting individuals both physically and psychologically
worldwide. It has become a global major public health problem and attracts attention from …
worldwide. It has become a global major public health problem and attracts attention from …
Self-reported symptoms of depression and PTSD are associated with reduced vowel space in screening interviews
Reduced frequency range in vowel production is a well documented speech characteristic of
individuals with psychological and neurological disorders. Affective disorders such as …
individuals with psychological and neurological disorders. Affective disorders such as …
[PDF][PDF] Investigating voice quality as a speaker-independent indicator of depression and PTSD.
We seek to investigate voice quality characteristics, in particular on a breathy to tense
dimension, as an indicator for psychological distress, ie depression and post-traumatic …
dimension, as an indicator for psychological distress, ie depression and post-traumatic …
The detection of depression using multimodal models based on text and voice quality features
The article proves the concept that an automatic diagnosis of depression can be achieved
using audio recordings of the individuals' voices. DAIC-WOZ database was used as a data …
using audio recordings of the individuals' voices. DAIC-WOZ database was used as a data …
Audiovisual behavior descriptors for depression assessment
We investigate audiovisual indicators, in particular measures of reduced emotional
expressivity and psycho-motor retardation, for depression within semi-structured virtual …
expressivity and psycho-motor retardation, for depression within semi-structured virtual …
Multimodal analysis and prediction of persuasiveness in online social multimedia
Our lives are heavily influenced by persuasive communication, and it is essential in almost
any type of social interaction from business negotiation to conversation with our friends and …
any type of social interaction from business negotiation to conversation with our friends and …
[PDF][PDF] Multimodal prediction of psychological disorders: Learning verbal and nonverbal commonalities in adjacency pairs
Semi-structured interviews are widely used in medical settings to gather information from
individuals about psychological disorders, such as depression or anxiety. These interviews …
individuals about psychological disorders, such as depression or anxiety. These interviews …
Determination of glottal open regions by exploiting changes in the vocal tract system characteristics
This paper presents an approach to determine the open phase region of a glottal cycle
based on changes in the characteristics of the vocal tract system. The glottal closing phase …
based on changes in the characteristics of the vocal tract system. The glottal closing phase …