A survey of audio classification using deep learning

K Zaman, M Sah, C Direkoglu, M Unoki - IEEE Access, 2023 - ieeexplore.ieee.org
Deep learning can be used for audio signal classification in a variety of ways. It can be used
to detect and classify various types of audio signals such as speech, music, and …

Music similarity measurement and recommendation system using convolutional neural networks

M Sheikh Fathollahi, F Razzazi - International Journal of Multimedia …, 2021 - Springer
Due to the massive and growing volume of music on the internet, and the lack of proper
management on this massive volume, similarity and music recommendation systems have …

Music genre classification using machine learning

A Ghildiyal, K Singh, S Sharma - 2020 4th international …, 2020 - ieeexplore.ieee.org
The music industry has undergone major changes from its conventional existence and also
in the form of music created in last few years. The ever-growing customer base has also …

Music genre classification based on auditory image, spectral and acoustic features

X Cai, H Zhang - Multimedia Systems, 2022 - Springer
Music genre is one of the conventional ways to describe music content, and also is one of
the important labels of music information retrieval. Therefore, the effective and precise music …

Texture selection for automatic music genre classification

JH Foleis, TF Tavares - Applied Soft Computing, 2020 - Elsevier
Abstract Music Genre Classification is the problem of associating genre-related labels to
digitised music tracks. It has applications in the organisation of commercial and personal …

Parallel attention of representation global time–frequency correlation for music genre classification

Z Wen, A Chen, G Zhou, J Yi, W Peng - Multimedia Tools and Applications, 2024 - Springer
Music genre classification (MGC) is an indispensable branch of music information retrieval.
With the prevalence of end-to-end learning, the research on MGC has made some …

A middle-level learning feature interaction method with deep learning for multi-feature music genre classification

J Liu, C Wang, L Zha - Electronics, 2021 - mdpi.com
Nowadays, music genre classification is becoming an interesting area and attracting lots of
research attention. Multi-feature model is acknowledged as a desirable technology to realize …

Music genre classification based on res-gated CNN and attention mechanism

C Xie, H Song, H Zhu, K Mi, Z Li, Y Zhang… - Multimedia Tools and …, 2024 - Springer
The amount of digital music available on the internet has grown significantly with the rapid
development of digital multimedia technology. Managing these massive music resources is …

[PDF][PDF] Comparative analysis of three improved deep learning architectures for music genre classification

QG Rafi, M Noman, SZ Prodhan, S Alam… - International Journal of …, 2021 - researchgate.net
Among the many music information retrieval (MIR) tasks, music genre classification is
noteworthy. The categorization of music into different groups that came to existence through …

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 …