The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech

Author(s):  
Friedhelm Schwenker ◽  
Stefan Scherer ◽  
Yasmine M. Magdi ◽  
Günther Palm
Keyword(s):  
Author(s):  
Erhan Okuyan ◽  
Emre Gunakan ◽  
Sertaç Esin

Covid outbreak has been getting worse and spread affected all over the world. Pregnant patients are also vulnerable to respiratory diseases. We aimed to evaluate the awareness, emotional status, and behavior of pregnant during the COVID outbreak. This study's main benefit is to analyze the knowledge and understanding of pregnant women about the pandemic and draw attention to the prevention issues that need improvement. This research is a prospective observational study that 199 patients subjected to a questionnaire including 29 questions about patient characteristics, pregnancy information, knowledge about COVID19-infection, behavioral and emotional changes. 130 (65.3) of the patients stated an above-average knowledge level. Television was the most frequent information source (75.4%, n:150) and was the only information source for 90 (45.1%) of the patients. Sixty-nine patients used more than one information source. More than one prevention method uses by 149 (75%) of the patients. Washing hands (n:183, 92.0%) and cleaning the house (n:122, 61.3%) were the most preferred methods. Only 55 (27.6%) of the patients used a mask for prevention. 88(44.2%) of the patients stated that they preferred a shorter hospital stay, and 75 (37.7%) of the patients indicated that they postponed or avoided the pregnancy follow-up visits due to the COVID-19 issue. Pregnant women seem to be aware and stressed of COVID-19, but knowledge of what to do seems insufficient. Patients informed of risks of COVID infection, unplanned hospital admission, and chances of avoiding necessary visits and home birth demands.


Author(s):  
Hyejung Lee ◽  
Ki-Eun Kim ◽  
Mi-Young Kim ◽  
Chang Gi Park ◽  
Jung Yeol Han ◽  
...  

The purposes of this study were to investigate the trajectory groups of depressive symptoms and anxiety in women during pregnancy and to identify the factors associated with those groups. Participants were recruited from the outpatient clinic of a women’s health hospital in Seoul, Korea. Pregnant women (n = 136) completed a survey questionnaire that included questions on depressive symptoms, anxiety, and pregnancy stress; additionally, their saliva was tested for cortisol hormone levels three times during their pregnancies. The group-based trajectory modeling approach was used to identify latent trajectory groups. Ordinal logistic regressions were used to explore the association of latent trajectory groups with sociodemographic factors and pregnancy stress. Three trajectory groups of depressive symptoms were identified: low-stable (70%), moderate-stable (25%), and increased (5%). Four trajectory groups of anxiety were identified: very low-stable (10%), low-stable (67%), moderate-stable (18%), and high-stable (5%). The only factor associated with both the depressive symptoms and anxiety trajectory groups was pregnancy stress (p < 0.001). Most participants showed stable emotional status; however, some participants experienced higher levels of depressive symptoms and anxiety related to higher pregnancy stress. These pregnant women may need additional care from healthcare providers to promote their wellbeing during pregnancy.


Author(s):  
Dimitris Zavras

The coronavirus disease 2019 (COVID-19) pandemic has resulted in significant uncertainty for the global population. However, since not all population groups experience the impacts of the pandemic in the same way, the objective of this study was to identify the individual characteristics associated with the feeling of uncertainty during the lockdown that commenced in March 2020 in Greece. The study used data from the “Public Opinion in the European Union (EU) in Time of Coronavirus Crisis” survey. The sample consisted of 1050 individuals aged between 16 and 54 years. According to the analysis, which was based on a logistic regression model, the emotional status of older individuals, those who experienced income and job losses since the beginning of the pandemic, and middle-class and high-class individuals, is more likely to be described as a feeling of uncertainty. In addition, the emotional status of individuals with less concern for their own health and that of family and friends is less likely to be described as a feeling of uncertainty. Although the results related to age, income, and job losses, as regards concern for health, agree with the international literature, the limited health literacy of lower-class individuals may explain the reduced likelihood of their experiencing feelings of uncertainty. The results confirm the international literature describing several aspects of uncertainty due to the COVID-19 crisis.


1978 ◽  
Vol 49 (2) ◽  
pp. 264-271 ◽  
Author(s):  
Charles J. Long ◽  
Katherine Pueschel ◽  
Samuel E. Hunter

✓ Nineteen psychiatric patients undergoing bilateral cryogenic cingulate cortex lesions were extensively evaluated pre- and postoperatively with objective measures of intelligence, higher cortical functions, memory, and emotional status. Following surgery the patients as a group revealed no significant deterioration of functions; rather, they demonstrated improvement that could be interpreted as the result of decline in anxiety. Investigations of individual patients revealed that the overall test performance was improved in 13 and substantially unchanged in three, whereas three demonstrated some decline in performance. These results were discussed in terms of the characteristics of the changes across the various tests.


2012 ◽  
Vol 20 (2) ◽  
pp. 87-94 ◽  
Author(s):  
Yesim Akyol ◽  
Berna Tander ◽  
Ahmet Salim Göktepe ◽  
Ismail Safaz ◽  
Omer Kuru ◽  
...  

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