Bangla Music Genre Classification

Bangla Music Genre Classification

Ashfaqur Rahman (Centre for Intelligent and Networked Systems, Central Queensland University Rockhampton, Australia)
DOI: 10.4018/978-1-4666-1830-5.ch008
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Abstract

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.
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This section presents some description of the music genres in Bangladesh and recent research work on music genre classification.

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