Extraction of Music Information based on Artificial Neural Networks

B. Kostek and P. Zwan (Poland)

Keywords

Musical Information Retrieval, MPEG7 descriptors, Waveletbased Feature Vectors, Artificial Intelligence

Abstract

The aim of this paper is to show assumptions of a system for automatic recognition of music and musical sounds. The effectiveness of the implemented algorithms for the automatic recognition of musical instruments is presented on the basis of experiments. A discussion on the influence of the choice of descriptors on the recognition score is included. Experiments are carried out basing on a decision system employing Artificial Neural Networks. Conclusion is also included.

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