Machine Learning for Music Genre Classification Using Visual Mel Spectrum

• Published in: Mathematics (Basel) Vol. 10; no. 23; p. 4427
• Main Authors: Cheng, Yu-Huei, Kuo, Che-Nan
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.11.2022
• Subjects: Classification; Computer architecture; Datasets; Food science; Fourier transforms; Identification and classification; Information retrieval; Machine learning; Methods; music genre classification; Musical form; Musical instruments; Neural networks; visual Mel spectrum; YOLOv4; Taiwan

Music is the most convenient and easy-to-use stress release tool in modern times. Many studies have shown that listening to appropriate music can release stress. However, since it is getting easier to make music, people only need to make it on the computer and upload it to streaming media such as Yo...