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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Ganchev, T. Potamitis, I. Fakotakis, N. |
| Copyright Year | 2007 |
| Description | Author affiliation: Dept. of Electr. & Comput. Eng., Patras Univ. (Ganchev, T.) |
| Abstract | This work reports recent progress towards the development of a pilot system for automatic identification of singing insects. We propose a sound parameterization technique that is designed explicitly for the needs of acoustic insect recognition. It is combined with state-of-the-art classification methods that dominate speaker recognition technology. Specifically, the categorization of acoustic emissions of insects takes place on the levels of suborder, family, subfamily, genus and species. We evaluate the performance of our approach on a large and well-documented catalogue of recordings of crickets, katydids and cicadas. Identification accuracy that exceeds 98 % on the levels of suborder and family, and 86 % on the level of specific species out of 313 species is reported |
| File Size | 5404487 |
| File Format | |
| ISBN | 1424407273 |
| ISSN | 15206149 |
| DOI | 10.1109/ICASSP.2007.367014 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-04-15 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Insects Acoustic emission Taxonomy Humans Speech recognition Computerized monitoring Speaker recognition Biomedical acoustics Animals Biodiversity animals biological control systems |
| Content Type | Text |
| Resource Type | Article |
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