Music genre classification using deep learning-a review

S Prince, JJ Thomas, KP Priya… - 2022 6th International …, 2022 - ieeexplore.ieee.org
A music genre is a term used to categorize certain types of music according to a shared
tradition or set of rules. There are many ways to categorize music into distinct genres. Pop …

Music genre classification based on fusing audio and lyric information

Y Li, Z Zhang, H Ding, L Chang - Multimedia Tools and Applications, 2023 - Springer
Music genre classification (MGC) has a wide range of application scenarios. Traditional
MGC methods only consider either audio information or lyric information, resulting in an …

RF-based drone detection and classification system using convolutional neural network

M Mokhtari, J Bajčetić, B Sazdić-Jotić… - 2021 29th …, 2021 - ieeexplore.ieee.org
This paper presents an effort towards develo** a detection and classification information
system based on the RF signature of several commercial drones. The developed application …

Spectral and Rhythm Features for Audio Classification with Deep Convolutional Neural Networks

F Wolf-Monheim - arxiv preprint arxiv:2410.06927, 2024 - arxiv.org
Convolutional neural networks (CNNs) are widely used in computer vision. They can be
used not only for conventional digital image material to recognize patterns, but also for …

Hybrid Context-Content Based Music Recommendation System

V Omowonuola, B Wilkerson, S Kher - Proceedings of the Future …, 2022 - Springer
Due to the increase in technology and research over the past few decades, music had
become increasingly available to the public, but with a vast selection available, it becomes …

[PDF][PDF] Polish dance music classification based on mel spectrogram decomposition

K Chwaleba, W Wach - Advances in Science and Technology. Research …, 2024 - astrj.com
Folk dances and music are essential aspects of intangible cultural heritage identifying the
history and traditions of nations. Due to dynamic changes in the social structure, many …

Music Genre Classification Based on Visualized Spectrogram

YH Cheng, PC Chang, CN Kuo - … International Conference on …, 2021 - ieeexplore.ieee.org
In recent year, society is faster than before, and many people cannot be properly released
under high pressure, resulting in a steadily increasing suicide and crime rate. To prevent the …

A Comprehensive Analysis of Music Genre Classification with Audio Spectrograms using Deep Learning Techniques

MK Abbas, K Gupta, M Mudassir… - 2023 5th International …, 2023 - ieeexplore.ieee.org
This review paper investigates the application of audio spectrograms for categorization of
musical genres. The use of feature extraction technique in convolutional neural networks …