Introduction of a working method for biological signals classification. Application to bird chirp recognition

Citation
Jf. Trouilhet et al., Introduction of a working method for biological signals classification. Application to bird chirp recognition, B S ZOOL FR, 123(3), 1998, pp. 279-291
Citations number
14
Categorie Soggetti
Animal Sciences
Journal title
BULLETIN DE LA SOCIETE ZOOLOGIQUE DE FRANCE
ISSN journal
0037962X → ACNP
Volume
123
Issue
3
Year of publication
1998
Pages
279 - 291
Database
ISI
SICI code
0037-962X(1998)123:3<279:IOAWMF>2.0.ZU;2-C
Abstract
We present a working method for solving die problem of automatic acoustic s ignature recognition and illustrate by the classification of a bird chirp. The first step of the process is time and frequency analysis. This primordi al stage allows us to define the acquisition chain caracteristics. Moreover , it sheds ligth on the choices that are to be made during the next stages. The second step, the choice of the modelling technique, should enable us t o extract a set of discriminant parameters from the signal, with respect to the classification considered. Finally, the third step consists of choosin g a classification method suited to our problem and testing its performance .