Music deep learning: deep learning methods for music signal processing—a review of the state-of-the-art

L Moysis, LA Iliadis, SP Sotiroudis, AD Boursianis… - Ieee …, 2023 - ieeexplore.ieee.org
The discipline of Deep Learning has been recognized for its strong computational tools,
which have been extensively used in data and signal processing, with innumerable …

An emotion-based personalized music recommendation framework for emotion improvement

Z Liu, W Xu, W Zhang, Q Jiang - Information Processing & Management, 2023 - Elsevier
Music has a close relationship with people's emotion and mental status. Music
recommendation has both economic and social benefits. Unfortunately, most existing music …

A comprehensive overview of AI-enabled music classification and its influence in games

T Yang, S Nazir - Soft Computing, 2022 - Springer
With the development and advancement of information technology, artificial intelligence (AI)
and machine learning are applied in every sector of life. Among these applications, music is …

IntegrateCF: Integrating explicit and implicit feedback based on deep learning collaborative filtering algorithm

MF Aljunid, MD Huchaiah - Expert Systems with Applications, 2022 - Elsevier
Due to the expansion of e-business, the availability of products on the internet has massively
increased. Finding suitable stuff from the vast array of products available on the internet is a …

[HTML][HTML] Design and research of music teaching system based on virtual reality system in the context of education informatization

Y Feng - Plos one, 2023 - journals.plos.org
Virtual Reality (VR) technology uses computers to simulate the real world comprehensively.
VR has been widely used in college teaching and has a huge application prospect. To better …

[HTML][HTML] Listener modeling and context-aware music recommendation based on country archetypes

M Schedl, C Bauer, W Reisinger, D Kowald… - Frontiers in Artificial …, 2021 - frontiersin.org
Music preferences are strongly shaped by the cultural and socio-economic background of
the listener, which is reflected, to a considerable extent, in country-specific music listening …

A globally regularized joint neural architecture for music classification

M Ashraf, G Geng, X Wang, F Ahmad, F Abid - IEEE Access, 2020 - ieeexplore.ieee.org
Music classification is an essential application of Music Information Retrieval (MIR) in
organizing extensive collections of music. The tasks to classify different music with reliable …

Deep convolutional neural network for musical genre classification via new self adaptive sea lion optimization

B Kumaraswamy, PG Poonacha - Applied Soft Computing, 2021 - Elsevier
Abstract Automatic Music Genre Classification (MGC) is said to be a basic element for
retrieving the music information. In fact, music genre labels are very useful to organize …

[HTML][HTML] Using hybrid deep learning models of sentiment analysis and item genres in recommender systems for streaming services

CN Dang, MN Moreno-García, F De la Prieta - Electronics, 2021 - mdpi.com
Recommender systems are being used in streaming service platforms to provide users with
personalized suggestions to increase user satisfaction. These recommendations are …

Optimized deep learning for genre classification via improved moth flame algorithm

B Kumaraswamy - Multimedia Tools and Applications, 2022 - Springer
Musical genres are categorical labels created by humans for characterizing pieces of music.
This categorization of musical genre is done by the common characteristics shared by its …