Review of data features-based music emotion recognition methods
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DOI: 10.1007/s00530-017-0559-4
Abstract: The ability of music to induce or convey emotions ensures the importance of its role in human life. Consequently, research on methods for identifying the high-level emotion states of a music segment from its low-level… read more here.
Keywords: emotion recognition; music emotion; music; recognition methods ... See more keywords
Music and emotion links to visitor harassment: a look at Jamaica
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DOI: 10.1108/tr-11-2017-0174
Abstract: Purpose The purpose of this paper is to use a study conducted on the Caribbean island of Jamaica to make the case that music might be a plausible suppressant of negative visitor harassment (VH). The… read more here.
Keywords: music; positive effect; visitor harassment; study ... See more keywords
Music Emotion Classification Method Based on Deep Learning and Explicit Sparse Attention Network
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DOI: 10.1155/2022/3920663
Abstract: In order to improve the accuracy of music emotion recognition and classification, this study combines an explicit sparse attention network with deep learning and proposes an effective emotion recognition and classification method for complex music… read more here.
Keywords: music; network; music emotion; classification ... See more keywords
Music Emotion Classification Method Based on Deep Learning and Improved Attention Mechanism
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5181899
Abstract: Since the existing music emotion classification researches focus on the single-modal analysis of audio or lyrics, the correlation among models are neglected, which lead to partial information loss. Therefore, a music emotion classification method based… read more here.
Keywords: attention mechanism; music emotion; classification; emotion ... See more keywords
A review: Music-emotion recognition and analysis based on EEG signals
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DOI: 10.3389/fninf.2022.997282
Abstract: Music plays an essential role in human life and can act as an expression to evoke human emotions. The diversity of music makes the listener's experience of music appear diverse. Different music can induce various… read more here.
Keywords: music; music emotion; emotion; analysis ... See more keywords
The approaches and methods of music psychology in the relationship between music emotion and cognition in music teaching activities
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DOI: 10.3389/fpsyg.2022.1011249
Abstract: In order to further improve the effect of music teaching, more music psychology should be applied in music teaching to assist teaching, and students should better understand the emotional elements reflected in music through music… read more here.
Keywords: music; music emotion; music teaching; music psychology ... See more keywords
The CODA Model: A Review and Skeptical Extension of the Constructionist Model of Emotional Episodes Induced by Music
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.822264
Abstract: This paper discusses contemporary advancements in the affective sciences (described together as skeptical theories) that can inform the music-emotion literature. Key concepts in these theories are outlined, highlighting their points of agreement and disagreement. This… read more here.
Keywords: music; music emotion; constructionist; model ... See more keywords