[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 …

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 …

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 …

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 …

Harmonizing minds and machines: survey on transformative power of machine learning in music

J Liang - Frontiers in Neurorobotics, 2023 - frontiersin.org
This survey explores the symbiotic relationship between Machine Learning (ML) and music,
focusing on the transformative role of Artificial Intelligence (AI) in the musical sphere …

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 …

Design and implementation of an intelligent classroom teaching system for music class based on internet of things

D Lyu, Z Wang - International Journal of Emerging Technologies in …, 2021 - learntechlib.org
The intelligent classroom teaching system can analyze the student features and teaching
content, and then push the suitable content to students. With the aid of such a system …

Locally activated gated neural network for automatic music genre classification

Z Liu, T Bian, M Yang - Applied Sciences, 2023 - mdpi.com
Automatic music genre classification is a prevailing pattern recognition task, and many
algorithms have been proposed for accurate classification. Considering that the genre of …