Issues in Automatic Musical Genre Classification. Cory McKay. Introduction to musical genre. Practical importance Radio stations Libraries Retailers Theoretical importance How we construct genre taxonomies Mechanisms we use to classify music
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Supervised Learning: Attempt to formulate classification rules by using machine learning techniques to train on model examples. Previously unseen examples are classified into one of the model categories using the patterns learned during training.
Require a pre-defined taxonomy and pre-classified training examples
Supervised learning is the best option for the particular problem of genre classification
Several possible implementations: nearest neighbor, neural networks, induction trees, etc.