Machine recognition of music emotion: A review
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 …
novel ways of music organization and retrieval to meet the ever-increasing demand for easy …
Multi-label classification of emotions in music
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 …
recordings. The testing data set contains 875 samples (30 seconds each). The samples …
Inmamusys: Intelligent multiagent music system
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 …
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 …
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 …
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 …
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 …
attacks, which can be fatal. However, existing research usually does not take into …
Creating reliable database for experiments on extracting emotions from music
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 …
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 …
emotion is an important component in the human classification and retrieval of digital media …