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Published in:
2014 | OriginalPaper | Chapter
Fuzzy System for the Classification of Sounds of Birds Based on the Audio Descriptors
Authors : Krzysztof Tyburek, Piotr Prokopowicz, Piotr Kotlarz
Published in: Artificial Intelligence and Soft Computing
Publisher: Springer International Publishing
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This paper presents an application of fuzzy systems for the classification of sounds coded by the selected MPEG-7 descriptors. The model of the fuzzy classification system is based on the audio descriptors for a few chosen species of birds: Great Spotted Woodpecker, Greylag, Goldfinch, Chaffinch. The paper proposes two fuzzy models that definitely differ by the description of the input linguistic variables. The results show, that both approaches are effective. However, second one is more flexible in a case of future expanding of the model with next descriptors or species of birds.