Enhancing Music Genre Classification through Multi-Algorithm Analysis and User-Friendly Visualization

N Kamuni, D Panwar - arXiv preprint arXiv:2405.17413, 2024 - arxiv.org
The aim of this study is to teach an algorithm how to recognize different types of music.
Users will submit songs for analysis. Since the algorithm hasn't heard these songs before, it …

Lyric-based music genre classifcation

J Yang - 2018 - dspace.library.uvic.ca
As people have access to increasingly large music data, music classifcation becomes critical
in music industry. In particular, automatic genre classifcation is an important feature in music …

A Content Analysis of the Research Approaches in Music Genre Recognition

T Özseven, BE Özseven - 2022 International Congress on …, 2022 - ieeexplore.ieee.org
Music is part of many areas throughout daily life, from entertainment to rehabilitation.
Technological developments are widely used in music, as they are in every field. In this …

[PDF][PDF] Music genre classification

M Creme, C Burlin, R Lenain - Int. J. Eng. Comput. Sci, 2016 - cs229.stanford.edu
What exactly is it that makes us, humans, able to tell apart two songs of different genres?
The deduction cannot be trivially made from basic music features, such as BPM, or different …

Music genre classification: A semi-supervised approach

S Poria, A Gelbukh, A Hussain… - Pattern Recognition: 5th …, 2013 - Springer
Music genres can be seen as categorical descriptions used to classify music basing on
various characteristics such as instrumentation, pitch, rhythmic structure, and harmonic …

Harmony in Algorithms: Exploring Music Genre Classification Through Machine Learning

B Panigrahi, R Bhandari, K Priya… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Music genres serve as classifications that categorize music according to shared traditions
and practices. These classifications can heighten the pleasure derived from music by …

Music Genre Classificatio Using Novel Song Structure Derived Features

R Ozakar, E Gedikli - 2020 5th International Conference on …, 2020 - ieeexplore.ieee.org
Rapid grow of the digital music content and service providers worldwide everyday increases
the importance of music genre classification. Most genre classification still relies heavily on …

Music genre classification using machine learning

K Gotlur, T Kulkarni, T Royyapally, B Das… - AIP Conference …, 2023 - pubs.aip.org
Music has a significant impact on people's lives. Music brings people of the same interests
together and holds people together. The goal of our study is to develop a machine-learning …

Music genre classification using machine learning: A comparative study

S Poonia, C Verma, N Malik - IITM Journal of Management and …, 2022 - indianjournals.com
To classify songs into different genres, music researchers have used many different
techniques. However, most current approaches rely heavily on feature extraction and …

Genre classification of symbolic pieces of music

MG Armentano, WA De Noni, HF Cardoso - Journal of Intelligent …, 2017 - Springer
Automatic classification of music is a complex and interesting research problem due to the
difficulties that arise when determining the musical features that should be considered for …