Machine learning for music genre classification using visual mel spectrum

YH Cheng, CN Kuo - Mathematics, 2022 - mdpi.com
Music is the most convenient and easy-to-use stress release tool in modern times. Many
studies have shown that listening to appropriate music can release stress. However, since it …

A Critical Survey of Research in Music Genre Recognition

O Green, B Sturm, G Born… - International Society for …, 2024 - diva-portal.org
This paper surveys 560 publications about music genre recognition (MGR) published
between 2013–2022, complementing the comprehensive survey of [474], which covered the …

Music Therapy for Autism Spectrum Disorder: A Comprehensive Literature Review on Therapeutic Efficacy, Limitations, and AI Integration

B Low, X Liu, RZ Li, E Ren… - 2024 IEEE 15th Annual …, 2024 - ieeexplore.ieee.org
Autism Spectrum Disorder (ASD) is a neurological and developmental condition that
presents considerable social, behavioral, and communicative challenges to those …

The implementation of a proposed deep-learning algorithm to classify music genres

L Liu - Open Computer Science, 2024 - degruyter.com
To improve the classification effect of music genres in the digital music era, the article
employs deep-learning algorithms to improve the performance of the classification of music …

GLSI Texture Descriptor Based on Complex Networks for Music Genre Classification

AEC Salazar - 2023 International Joint Conference on Neural …, 2023 - ieeexplore.ieee.org
The texture classification of an image is related to an important musical attribute, the music
genre. This relationship is depicted in the visual representation of the audio signal, called as …

The object detection model uses combined extraction with KNN and RF classification

FT Kurniati, DHF Manongga, I Sembiring… - arXiv preprint arXiv …, 2024 - arxiv.org
Object detection plays an important role in various fields. Developing detection models for
2D objects that experience rotation and texture variations is a challenge. In this research, the …

CLBP Texture Descriptor in Multipartite Complex Network Configuration for Music Genre Classification

AEC Salazar - Procedia Computer Science, 2023 - Elsevier
Music genres define the characteristics that musical pieces must have to belong to a given
class. These characteristics are reflected in the audio signal and, consequently, in the image …

Hippopotamus Optimization Algorithm with Long Short-Term Memory for Music Genre Classification.

G Indiravathi, D Rajesh - International Journal of Intelligent …, 2025 - search.ebscohost.com
Music genre is a traditional method of categorizing music, playing a crucial role in music
information retrieval. Music genre classification encompasses various types like Disco, Pop …

Adaptive classification method of electronic music based on improved decision tree

H Wu, L Zhu - International Journal of Arts and Technology, 2024 - inderscienceonline.com
In order to improve the accuracy of electronic music classification and shorten the
classification time, this paper proposes a new adaptive classification method for electronic …

A comparative study of augmented features and other ensemble approaches for music genre classification

R Shariat - 2023 - search.proquest.com
Music genre classification is essential in the music streaming industry, with many
recommendation systems relying on data mining techniques to accurately classify musical …