An Effective Machine Learning Approach for Music Genre Classification with Mel Spectrograms and KNN

Author:

Alam Siddiquee Md. Nura1,Hossain Md. Ali1,Wahida Farah1

Affiliation:

1. Rajshahi University of Engineering and Technology,Department of Computer Science and Engineering,Rajshahi,Bangladesh

Publisher

IEEE

Reference17 articles.

1. Singer identification using MFCC and CRP features with support vector machines;sangeetha;International Conference on Computational Intelligence and Pattern Recognition,2019

2. Deep Residual Learning for Image Recognition;zhang;IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2019

3. Emotion-based music recommendation and classification using machine learning with IoT Framework

4. Are you emotional or depressed? Learning about your emotional state from your music using machine learning

5. The use of deep learning algorithm and digital media art in all-media intelligent electronic music system

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Classification of Musical Genres Utilizing the CNN Sequential Model and Deep Learning Techniques;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28

2. Musical Genres Classification Utilizing the Pre-trained ResNet50 CNN Model and Deep Learning Techniques;2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM);2024-02-21

3. Identification of Automated Music Genre by Exploring Machine Learning Approaches;2023 International Conference on Network, Multimedia and Information Technology (NMITCON);2023-09-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3