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[HTML][HTML] Music emotion recognition using convolutional long short term memory deep neural networks
S Hizlisoy, S Yildirim, Z Tufekci - Engineering Science and Technology, an …, 2021 - Elsevier
In this paper, we propose an approach for music emotion recognition based on
convolutional long short term memory deep neural network (CLDNN) architecture. In …
convolutional long short term memory deep neural network (CLDNN) architecture. In …
Choosing the right tune: A review of music stimuli used in emotion research
LA Warrenburg - Music perception, 2020 - online.ucpress.edu
When designing a new study regarding how music can portray and elicit emotion, one of the
most crucial design decisions involves choosing the best stimuli. Every researcher must find …
most crucial design decisions involves choosing the best stimuli. Every researcher must find …
[HTML][HTML] Deep-learning-based multimodal emotion classification for music videos
YR Pandeya, B Bhattarai, J Lee - Sensors, 2021 - mdpi.com
Music videos contain a great deal of visual and acoustic information. Each information
source within a music video influences the emotions conveyed through the audio and video …
source within a music video influences the emotions conveyed through the audio and video …
A simple method to determine if a music information retrieval system is a “horse”
BL Sturm - IEEE Transactions on Multimedia, 2014 - ieeexplore.ieee.org
We propose and demonstrate a simple method to explain the figure of merit (FoM) of a music
information retrieval (MIR) system evaluated in a dataset, specifically, whether the FoM …
information retrieval (MIR) system evaluated in a dataset, specifically, whether the FoM …
Mainstream popular music research: a musical update
B Steinbrecher - Popular Music, 2021 - cambridge.org
This article reviews studies that examine internationally circulating music which has reached
the upper echelon of all-genre single charts in the 21st century. The examinations will be …
the upper echelon of all-genre single charts in the 21st century. The examinations will be …
Musical instrument emotion recognition using deep recurrent neural network
Music is one of the effective media to convey emotion. Emotion recognition in music is the
process of identifying the emotion from the music clips. In this paper, a novel approach is …
process of identifying the emotion from the music clips. In this paper, a novel approach is …
[KNIHA][B] Music similarity and retrieval: an introduction to audio-and web-based strategies
This book provides a summary of the manifold audio-and web-based approaches to music
information retrieval (MIR) research. In contrast to other books dealing solely with music …
information retrieval (MIR) research. In contrast to other books dealing solely with music …
Music emotion recognition by using chroma spectrogram and deep visual features
MB Er, IB Aydilek - International Journal of Computational Intelligence …, 2019 - Springer
Music has a great role and importance in human life since it has the ability to trigger or
convey feelings. As recognizing music emotions is the subject of many studies conducted in …
convey feelings. As recognizing music emotions is the subject of many studies conducted in …
Perceived and induced emotion responses to popular music: Categorical and dimensional models
Music both conveys and evokes emotions, and although both phenomena are widely
studied, the difference between them is often neglected. The purpose of this study is to …
studied, the difference between them is often neglected. The purpose of this study is to …
Cross-dataset and cross-cultural music mood prediction: A case on western and chinese pop songs
In music mood prediction, regression models are built to predict values on several mood-
representing dimensions such as valence (level of pleasure) and arousal (level of energy) …
representing dimensions such as valence (level of pleasure) and arousal (level of energy) …