Machine recognition of music emotion: A review

YH Yang, HH Chen - ACM Transactions on Intelligent Systems and …, 2012 - dl.acm.org
The proliferation of MP3 players and the exploding amount of digital music content call for
novel ways of music organization and retrieval to meet the ever-increasing demand for easy …

Music emotion recognition

YH Yang, HH Chen - 2011 - books.google.com
Providing a comprehensive review of existing work in music emotion developed in
psychology and engineering, this book explains how to account for the subjective nature of …

Multi-label classification of emotions in music

A Wieczorkowska, P Synak, ZW Raś - … and Web Mining: Proceedings of the …, 2006 - Springer
This paper addresses the problem of multi-label classification of emotions in musical
recordings. The testing data set contains 875 samples (30 seconds each). The samples …

Inmamusys: Intelligent multiagent music system

M Delgado, W Fajardo, M Molina-Solana - Expert Systems with Applications, 2009 - Elsevier
Music generation is a complex task even for human beings. This paper describes a two level
competitive/collaborative multiagent approach for autonomous, non-deterministic, computer …

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 …

Emotion-based analysis and classification of audio music

RES Panda - 2019 - estudogeral.uc.pt
This research work addresses the problem of music emotion recognition using audio
signals. Music emotion recognition research has been gaining ground over the last two …

Parametrisation and correlation analysis applied to music mood classification

B Kostek, M Plewa - International Journal of Computational …, 2013 - inderscienceonline.com
The paper presents a study on music mood categorisation. First, a review of music mood
models is presented. Then, the preparation of a set of music excerpts to be used in the …

Exploring the impact of socio-cognitive factors on adherence to asthma medication using traditional mixed methods and machine learning

V Ljevar - 2022 - eprints.nottingham.ac.uk
Asthma self-management and regular use of medication are crucial in preventing asthma
attacks, which can be fatal. However, existing research usually does not take into …

Creating reliable database for experiments on extracting emotions from music

A Wieczorkowska, P Synak, R Lewis, Z Ras - … Information Processing and …, 2005 - Springer
Emotions can be expressed in various ways. Music is one of possible media to express
emotions. However, perception of music depends on many aspects and is very subjective …

Emotional semantic detection from multimedia: A brief overview

S Wang, X Wang - Kansei engineering and soft computing: theory …, 2011 - igi-global.com
Recent years have seen a rapid increase in the size of digital media collections. Because
emotion is an important component in the human classification and retrieval of digital media …