Extraction of Music Information based on Artificial Neural Networks

B. Kostek and P. Zwan (Poland)


Musical Information Retrieval, MPEG-7 descriptors, Wavelet-based Feature Vectors, Artificial Intelligence


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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