[HTML][HTML] Environmental Sound Classification: A descriptive review of the literature

A Bansal, NK Garg - Intelligent systems with applications, 2022 - Elsevier
Automatic environmental sound classification (ESC) is one of the upcoming areas of
research as most of the traditional studies are focused on speech and music signals …

RhythmQuest: Unifying Indian music classification and prediction with hybrid deep learning techniques

P Kaushik, SPS Rathore, K Chahal… - … in Technology and …, 2024 - ieeexplore.ieee.org
Indian music is a diverse and culturally rich art form that encompasses various genres,
ragas, and styles. It accurately classifying and predicting Indian music compositions poses a …

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 …

Robustness of musical features on deep learning models for music genre classification

Y Singh, A Biswas - Expert Systems with Applications, 2022 - Elsevier
Music information retrieval (MIR) has witnessed rapid advances in various tasks like musical
similarity, music genre classification (MGC), etc. MGC and audio tagging are approached …

Music-genre classification using Bidirectional long short-term memory and mel-frequency cepstral coefficients

NN Wijaya, DRIM Setiadi… - Journal of Computing …, 2024 - dl.futuretechsci.org
Music genre classification is one part of the music recommendation process, which is a
challenging job. This research proposes the classification of music genres using …

A hybrid deep learning approach for classification of music genres using wavelet and spectrogram analysis

KK Jena, SK Bhoi, S Mohapatra, S Bakshi - Neural Computing and …, 2023 - Springer
Manual classification of millions of songs of the same or different genres is a challenging
task for human beings. Therefore, there should be a machine intelligent model that can …

PMG-Net: Persian music genre classification using deep neural networks

N Farajzadeh, N Sadeghzadeh… - Entertainment Computing, 2023 - Elsevier
Music genres can reveal our preferences and are one of the main tools for retailers, libraries,
and people to organize music. In addition, the music industry uses genres as a key method …

Real-time context-aware recommendation system for tourism

JH Yoon, C Choi - Sensors, 2023 - mdpi.com
Recently, the tourism trend has been shifting towards the Tourism 2.0 paradigm due to
increased travel experiences and the increase in acquiring and sharing information through …

Optimizing the configuration of deep learning models for music genre classification

T Li - Heliyon, 2024 - cell.com
Music genre categorization is a fundamental use of sound processing methods in the realm
of music retrieval. Typically, people are responsible for categorizing music genres. Machine …

Attributes relevance in content-based music recommendation system

D Kostrzewa, J Chrobak, R Brzeski - Applied Sciences, 2024 - mdpi.com
The possibility of recommendations of musical songs is becoming increasingly required
because of the millions of users and songs included in online databases. Therefore …