Thiago M. Ventura, Todor D. Ganchev, Cristian Pérez-Granados, Allan G. de Oliveira, Gabriel de S. G. Pedroso, Marinez I. Marques, Karl-L. Schuchmann
{"title":"声学背景建模在基于 CNN 的新热带白脊雀鸟(鸟类,雀形目,雀科)探测中的重要性","authors":"Thiago M. Ventura, Todor D. Ganchev, Cristian Pérez-Granados, Allan G. de Oliveira, Gabriel de S. G. Pedroso, Marinez I. Marques, Karl-L. Schuchmann","doi":"10.1080/09524622.2024.2309362","DOIUrl":null,"url":null,"abstract":"Machine learning tools are widely used in support of bioacoustics studies, and there are numerous publications on the applicability of convolutional neural networks (CNNs) to the automated presence...","PeriodicalId":501095,"journal":{"name":"Bioacoustics","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The importance of acoustic background modelling in CNN-based detection of the neotropical White-lored Spinetail (Aves, Passeriformes, Furnaridae)\",\"authors\":\"Thiago M. Ventura, Todor D. Ganchev, Cristian Pérez-Granados, Allan G. de Oliveira, Gabriel de S. G. Pedroso, Marinez I. Marques, Karl-L. Schuchmann\",\"doi\":\"10.1080/09524622.2024.2309362\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Machine learning tools are widely used in support of bioacoustics studies, and there are numerous publications on the applicability of convolutional neural networks (CNNs) to the automated presence...\",\"PeriodicalId\":501095,\"journal\":{\"name\":\"Bioacoustics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Bioacoustics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/09524622.2024.2309362\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bioacoustics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/09524622.2024.2309362","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The importance of acoustic background modelling in CNN-based detection of the neotropical White-lored Spinetail (Aves, Passeriformes, Furnaridae)
Machine learning tools are widely used in support of bioacoustics studies, and there are numerous publications on the applicability of convolutional neural networks (CNNs) to the automated presence...