scholarly journals A Machine Learning Approach to Automatic Music Genre Classification

2008 ◽  
Vol 14 (3) ◽  
pp. 7-18 ◽  
Author(s):  
Carlos N. Silla ◽  
Alessandro L. Koerich ◽  
Celso A. A. Kaestner
Keyword(s):  
Machine Learning ◽  
Learning Approach ◽  
Genre Classification ◽  
Machine Learning Approach ◽  
Music Genre ◽  
Music Genre Classification

scholarly journals A machine learning approach to automatic music genre classification

2008 ◽  
Vol 14 (3) ◽  
pp. 7-18 ◽  
Author(s):  
Carlos N. Silla Jr. ◽  
Alessandro L. Koerich ◽  
Celso A. A. Kaestner
Keyword(s):  
Machine Learning ◽  
Learning Approach ◽  
Genre Classification ◽  
Machine Learning Approach ◽  
Music Genre ◽  
Music Genre Classification

Bangla Music Genre Classification

2012 ◽  
pp. 124-138
Author(s):  
Ashfaqur Rahman
Keyword(s):  
Machine Learning ◽  
Folk Song ◽  
Learning Approach ◽  
Pop Music ◽  
Classification Framework ◽  
The People ◽  
Genre Classification ◽  
Machine Learning Approach ◽  
Ancient Times ◽  
Music Genre Classification

Bangladesh is very rich in its musical history. Music documented the lives of the people from the ancient times. This chapter provides a guideline for classifying Bangla songs into different genres using a machine learning approach. Four different genres, namely Rabindrasangit, Folk song, Adhunik song, and Pop music, were used in the experiments. A set of second order features are used for representing the trend of change of primary features computed over the timeline of the song. The features are incorporated into a number of classification algorithms and a classification framework is developed. The uniqueness of the genres is clearly revealed by high classification accuracies achieved by the different classifiers.

Automatic Music Genre Classification Based on Linguistic Frequencies Using Machine Learning

2021 ◽  
Author(s):  
Mekala Srinivasa Rao ◽  
O. Pavan Kalyan ◽  
N. Naresh Kumar ◽  
Md. Tasleem Tabassum ◽  
B. Srihari
Keyword(s):  
Machine Learning ◽  
Genre Classification ◽  
Music Genre ◽  
Music Genre Classification
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