Develo** a benchmark for emotional analysis of music

A Aljanaki, YH Yang, M Soleymani - PloS one, 2017 - journals.plos.org
Music emotion recognition (MER) field rapidly expanded in the last decade. Many new
methods and new audio features are developed to improve the performance of MER …

Fusion of electroencephalographic dynamics and musical contents for estimating emotional responses in music listening

YP Lin, YH Yang, TP Jung - Frontiers in neuroscience, 2014 - frontiersin.org
Electroencephalography (EEG)-based emotion classification during music listening has
gained increasing attention nowadays due to its promise of potential applications such as …

Regression-based music emotion prediction using triplet neural networks

KW Cheuk, YJ Luo, BT Balamurali… - … joint conference on …, 2020 - ieeexplore.ieee.org
In this paper, we adapt triplet neural networks (TNNs) to a regression task, music emotion
prediction. Since TNNs were initially introduced for classification, and not for regression, we …

Emotion extraction and recognition from music

F Zhang, H Meng, M Li - 2016 12th international conference on …, 2016 - ieeexplore.ieee.org
Music makes our life lovely because it can affect our mental states significantly with its
emotional information inside. Different people might be affected differently from the same …

Music emotion recognition with adaptive aggregation of Gaussian process regressors

S Fukayama, M Goto - 2016 IEEE international conference on …, 2016 - ieeexplore.ieee.org
This paper describes a novel method for estimating the emotions elicited by a piece of music
from its acoustic signals. Previous research in this field has centered on finding effective …

[PDF][PDF] Emotion in Music: representation and computational modeling

A Aljanaki - 2016 - research-portal.uu.nl
A short fiction story called 'The Fog Horn'by Ray Bradbury is set far in the sea on a
lighthouse, which emits red and white light and a sound, called the 'Voice', to warn the …

An approach for sentiment classification of music

F Colace, L Casaburi - International Conference on Enterprise …, 2016 - scitepress.org
In recent years, the music recommendation systems and dynamic generation of playlists
have become extremely promising research areas. Thanks to the widespread use of the …

[PDF][PDF] Fusion of electroencephalographic dynamics and musical

YP Lin, YH Yang, TP Jung - 2014 - academia.edu
Electroencephalography (EEG)-based emotion classification during music listening has
gained increasing attention nowadays due to its promise of potential applications such as …

Music Emotion Recognition based on Feature Combination, Deep Learning and Chord Detection

F Zhang - 2019 - bura.brunel.ac.uk
As one of the most classic human inventions, music appeared in many artworks, such as
songs, movies and theatres. It can be seen as another language, used to express the …

System, method, and computer program for estimation of target value

S Fukayama, M Goto - US Patent 10,614,830, 2020 - Google Patents
(57) ABSTRACT A system, method, and computer program for estimation of a target value,
which can change the aggregation of estimation results based on the degrees of confidence …