Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6168-1
Abstract: In the work presented in this paper, we showcase a deep learning system for sentiment analysis and emotion identification in Twitter messages. The system consists of a convolutional neural network used for extracting features from… read more here.
Keywords: analysis; sentiment analysis; emotion identification; twitter ... See more keywords
Emotion identification across adulthood using the Dynamic FACES database of emotional expressions in younger, middle aged, and older adults
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DOI: 10.1080/02699931.2018.1445981
Abstract: ABSTRACT Facial stimuli are widely used in behavioural and brain science research to investigate emotional facial processing. However, some studies have demonstrated that dynamic expressions elicit stronger emotional responses compared to static images. To address… read more here.
Keywords: dynamic faces; older adults; emotion identification; middle aged ... See more keywords
Vocal emotion identification and quality of life in adult cochlear implant users
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DOI: 10.1121/1.5147510
Abstract: Self-report quality of life questionnaires, such as the Nijmegen Cochlear Implant Questionnaire (NCIQ), are increasingly paired with speech intelligibility tasks to assess cochlear implant (CI) outcomes. Previous research [Luo et al., J. Acoust. Soc. Am.… read more here.
Keywords: quality life; emotion identification; cochlear implant; emotion ... See more keywords
Hearing Aids Benefit Recognition of Words in Emotional Speech but Not Emotion Identification
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DOI: 10.1177/2331216518801736
Abstract: Vocal emotion perception is an important part of speech communication and social interaction. Although older adults with normal audiograms are known to be less accurate at identifying vocal emotion compared to younger adults, little is… read more here.
Keywords: hearing aids; emotion identification; speech; emotion ... See more keywords