Affective computing for large-scale heterogeneous multimedia data: A survey

S Zhao, S Wang, M Soleymani, D Joshi… - ACM Transactions on …, 2019 - dl.acm.org
The wide popularity of digital photography and social networks has generated a rapidly
growing volume of multimedia data (ie, images, music, and videos), resulting in a great …

Development of music emotion classification system using convolution neural network

D Chaudhary, NP Singh, S Singh - International Journal of Speech …, 2021 - Springer
Music emotion classification (MEC) is the multidisciplinary research area that is related to
perceive the emotions from the songs and label the songs with particular emotion classes …

[HTML][HTML] A novel emotion-aware hybrid music recommendation method using deep neural network

S Wang, C Xu, AS Ding, Z Tang - Electronics, 2021 - mdpi.com
Emotion-aware music recommendations has gained increasing attention in recent years, as
music comes with the ability to regulate human emotions. Exploiting emotional information …

[PDF][PDF] A survey on autonomous techniques for music classification based on human emotions recognition

D Chaudhary, NP Singh… - International Journal of …, 2020 - pdfs.semanticscholar.org
Music is one of the finest element to trigger emotions in human beings. Each and every
human being feels the music and emotions are automatically provoked by listening music …

Emotion-based analysis and classification of audio music

RES Panda - 2019 - search.proquest.com
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 …

The role of artist and genre on music emotion recognition

PMF Vale - 2017 - search.proquest.com
The goal of this study is to classify a dataset of songs according to their emotion and to
understand the impact that the artist and genre have on the accuracy of the classification …

Continuous music emotion recognition using selected audio features

M Chmulik, R Jarina, M Kuba… - 2019 42nd International …, 2019 - ieeexplore.ieee.org
In this article, we present system for dynamic dimensional music emotion recognition (MER)
and comparison of the system efficiency depending on different audio features. Experiments …

Machine learning for children's music emotion recognition

G Batsis - 2024 - dione.lib.unipi.gr
This work focuses on the application of Machine Learning techniques for Music Emotion
Recognition, particularly focusing on children's music. The first step was to create a …

Creating a Speech and Music Emotion Recognition System for Mixed Source Audio

CAJ Laugs - 2020 - studenttheses.uu.nl
While both speech emotion recognition and music emotion recognition have been studied
extensively in different communities, little research went into the recognition of emotion from …