Music genre classification using deep learning: a comparative analysis of CNNs and RNNs

被引：0
|
作者：
Xu, Wenyi [1 ]
机构：
[1] Early Childhood Education College, Huaihua Normal College, Hunan, Huaihua,418000, China
来源：
Applied Mathematics and Nonlinear Sciences | 2024年 / 9卷 / 01期
关键词：
All Open Access; Gold;
D O I：
10.2478/amns-2024-3309
中图分类号：
学科分类号：
摘要：
23
引用
收藏
相关论文
共 50 条
  • [21] Music Genre Classification and Recommendation by Using Machine Learning Techniques
    Elbir, Ahmet
    Cam, Hilmi Bilal
    Iyican, Mehmet Emre
    Ozturk, Berkay
    Aydin, Nizamettin
    2018 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU), 2018, : 135 - 139
  • [22] Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques
    Ahmed, Mumtahina
    Rozario, Uland
    Kabir, Md Mohshin
    Aung, Zeyar
    Shin, Junpil
    Mridha, M. F.
    IEEE OPEN JOURNAL OF THE COMPUTER SOCIETY, 2024, 5 : 457 - 467
  • [23] Predicting athletic injuries with deep Learning: Evaluating CNNs and RNNs for enhanced performance and Safety
    Sadr, Mohammad Mohsen
    Khani, Mohsen
    Tootkaleh, Saeb Morady
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 105
  • [24] Deep attention based music genre classification
    Yu, Yang
    Luo, Sen
    Liu, Shenglan
    Qiao, Hong
    Liu, Yang
    Feng, Lin
    NEUROCOMPUTING, 2020, 372 : 84 - 91
  • [25] Music genre classification using deep neural networks and data augmentation
    Ba, Thanh Chu
    Le, Thuy Dao Thi
    Trinh, Van Loan
    ENTERTAINMENT COMPUTING, 2025, 53
  • [26] A Comparative Study on Music Genre Classification Algorithms
    Stokowiec, Wojciech
    MACHINE INTELLIGENCE AND BIG DATA IN INDUSTRY, 2016, 19 : 123 - 132
  • [27] Music Genre Classification: A Review of Deep-Learning and Traditional Machine-Learning Approaches
    Ndou, Ndiatenda
    Ajoodha, Ritesh
    Jadhav, Ashwini
    2021 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2021, : 581 - 586
  • [28] Genre Classification using Feature Extraction and Deep Learning Techniques
    Kumar, Akshi
    Rajpal, Arjun
    Rathore, Dushyant
    PROCEEDINGS OF 2018 10TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 2018, : 175 - 180
  • [29] Machine Learning for Music Genre Classification Using Visual Mel Spectrum
    Cheng, Yu-Huei
    Kuo, Che-Nan
    MATHEMATICS, 2022, 10 (23)
  • [30] Music Genre Classification With Machine Learning Techniques
    Karatana, Ali
    Yildiz, Oktay
    2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2017,
12345