[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 …

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 …

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 …

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 …

Musical instrument emotion recognition using deep recurrent neural network

S Rajesh, NJ Nalini - Procedia Computer Science, 2020 - Elsevier
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 …

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 …

Perceived and induced emotion responses to popular music: Categorical and dimensional models

Y Song, S Dixon, MT Pearce… - Music Perception: An …, 2016 - online.ucpress.edu
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 …

Cross-dataset and cross-cultural music mood prediction: A case on western and chinese pop songs

X Hu, YH Yang - IEEE Transactions on Affective Computing, 2017 - ieeexplore.ieee.org
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) …

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 …

Revealing preference in popular music through familiarity and brain response

S Sangnark, P Autthasan… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
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 …