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Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals
Affective computing is an emerging multidisciplinary research field that is increasingly
drawing the attention of researchers and practitioners in various fields, including artificial …
drawing the attention of researchers and practitioners in various fields, including artificial …
Review on stimuli presentation for affect analysis based on EEG
P Sarma, S Barma - IEEE Access, 2020 - ieeexplore.ieee.org
This work presents a comprehensive review on stimuli presentation, which is an important
stage of any emotion elicitation experiment in affect analysis. Due to lack of standard …
stage of any emotion elicitation experiment in affect analysis. Due to lack of standard …
Induced emotion-based music recommendation through reinforcement learning
Music is widely used for mood and emotion regulation in our daily life. As a result, many
research works on music information retrieval and affective human-computer interaction …
research works on music information retrieval and affective human-computer interaction …
Development of music emotion classification system using convolution neural network
Music emotion classification (MEC) is the multidisciplinary research area that is related to
perceive the emotions from the songs and label the songs with particular emotion classes …
perceive the emotions from the songs and label the songs with particular emotion classes …
Revealing preference in popular music through familiarity and brain response
Music preference was reported as a factor, which could elicit innermost music emotion,
entailing accurate ground-truth data and music therapy efficiency. This study executes …
entailing accurate ground-truth data and music therapy efficiency. This study executes …
Multimodal emotion and sentiment modeling from unstructured Big data: Challenges, architecture, & techniques
JKP Seng, KLM Ang - IEEE Access, 2019 - ieeexplore.ieee.org
The exponential growth of multimodal content in today's competitive business environment
leads to a huge volume of unstructured data. Unstructured big data has no particular format …
leads to a huge volume of unstructured data. Unstructured big data has no particular format …
Affective computing in the context of music therapy: a systematic review
Music therapy is an effective tool to slow down the progress of dementia since interaction
with music may evoke emotions that stimulates brain areas responsible for memory. This …
with music may evoke emotions that stimulates brain areas responsible for memory. This …
[PDF][PDF] A survey on autonomous techniques for music classification based on human emotions recognition
Music is one of the finest element to trigger emotions in human beings. Each and every
human being feels the music and emotions are automatically provoked by listening music …
human being feels the music and emotions are automatically provoked by listening music …
On the estimate of music appraisal from surface EEG: a dynamic-network approach based on cross-sensor PAC measurements
Objective. The aesthetic evaluation of music is strongly dependent on the listener and
reflects manifold brain processes that go well beyond the perception of incident sound …
reflects manifold brain processes that go well beyond the perception of incident sound …
Augmented audio data in improving speech emotion classification tasks
To achieve high performance and classification accuracy, classification of emotions from
audio or speech signals requires large quantities of data. Big datasets, however, are not …
audio or speech signals requires large quantities of data. Big datasets, however, are not …