Music classification is an essential application of Music Information Retrieval (MIR) in
organizing extensive collections of music. The tasks to classify different music with reliable …

This paper presents research on music genre recognition. It is a crucial task because there
are millions of songs in the online databases. Classifying them by a human being is …

We explore segmentation of known and unknown genre classes using the open source
GTZAN and FMA datasets. For each, we begin with best-case closed set genre …

Song singing interpretation is one of the people's favorite entertainment pastimes, but there
are some abnormal problems in the process of song singing. Traditional song singing …

The classification of music genres is essential due to millions of songs in online databases. It
would be nearly impossible or very costly to do this job manually. That is why there is a need …

Embedding music genre classifiers in music recommendation systems offers a satisfying
user experience. It predicts music tracks depending on the user's taste in music. In this …

With the rapid development of information technology, the number of songs is exploding, so
the classification of music genres is a very challenging task, and at this stage, the …

In the past decade, musicians have composed new occidental-style music scores, often
encoded in XML-based formats for analysis. However, the oriental genre lacks XML support …

Abstract Since their introduction, Convolutional Neural Networks have been used for image
classification and object detection. Over the past few years, they have also been used to …