Internet of Things for Emotion Care: Advances, Applications, and Challenges
Emotion is a cognitive state that occurs in humans with external stimulation [1]. In recent
years, psychological-related illnesses and mental health challenges have arisen due to …
years, psychological-related illnesses and mental health challenges have arisen due to …
On the application of deep learning and multifractal techniques to classify emotions and instruments using Indian Classical Music
Music is often considered as the language of emotions. The way it stimulates the emotional
appraisal across people from different communities, culture and demographics has long …
appraisal across people from different communities, culture and demographics has long …
Multi-modal song mood detection with deep learning
K Pyrovolakis, P Tzouveli, G Stamou - Sensors, 2022 - mdpi.com
The production and consumption of music in the contemporary era results in big data
generation and creates new needs for automated and more effective management of these …
generation and creates new needs for automated and more effective management of these …
LyEmoBERT: Classification of lyrics' emotion and recommendation using a pre-trained model
Music plays a significant role in evoking human emotions. Thanks to the quick proliferation
of smartphones and mobile internet, music streaming applications and websites have made …
of smartphones and mobile internet, music streaming applications and websites have made …
Multimodal music emotion recognition in Indonesian songs based on CNN-LSTM, XLNet transformers
AS Sams, A Zahra - Bulletin of Electrical Engineering and Informatics, 2023 - beei.org
Music carries emotional information and allows the listener to feel the emotions contained in
the music. This study proposes a multimodal music emotion recognition (MER) system using …
the music. This study proposes a multimodal music emotion recognition (MER) system using …
Multimodal music emotion recognition with hierarchical cross-modal attention network
J Zhao, G Ru, Y Yu, Y Wu, D Li… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Computational music emotion recognition is to recognize the emotional content in music
tracks. In computational music emotion recognition studies, researchers have paid close …
tracks. In computational music emotion recognition studies, researchers have paid close …
Automatic music mood classification using multi-modal attention framework
AS Sujeesha, JB Mala, R Rajan - Engineering Applications of Artificial …, 2024 - Elsevier
Automatic music recommendation systems based on human emotions are becoming
popular nowadays. Since audio and lyrics can provide a rich set of information regarding a …
popular nowadays. Since audio and lyrics can provide a rich set of information regarding a …
Music preferences as an instrument of emotional self-regulation along the business cycle
J de Lucio, M Palomeque - Journal of Cultural Economics, 2023 - Springer
This paper studies the influence of macroeconomic conditions on subjective well-being and
music preferences. The macroeconomic cycle exerts an effect on happiness and well-being …
music preferences. The macroeconomic cycle exerts an effect on happiness and well-being …
COSMIC: Music emotion recognition combining structure analysis and modal interaction
As a common multi-modal information carrier, music is frequently used to deliver emotions
with lyrics and melodies. Besides lyrics (text) and melodies (audio), the structure of a song is …
with lyrics and melodies. Besides lyrics (text) and melodies (audio), the structure of a song is …
Modeling emotion dynamics in song lyrics with state space models
Y Song, D Beck - Transactions of the Association for Computational …, 2023 - direct.mit.edu
Most previous work in music emotion recognition assumes a single or a few song-level
labels for the whole song. While it is known that different emotions can vary in intensity …
labels for the whole song. While it is known that different emotions can vary in intensity …