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Cañas, Juan Sebastián; Toro-Gómez, María Paula; Sugai, Larissa Sayuri Moreira; Benítez Restrepo, Hernán Darío; Rudas, Jorge; Posso Bautista, Breyner; Toledo, Luís Felipe; Dena, Simone; Domingos, Adão Henrique Rosa; de Souza, Franco Leandro; Neckel-Oliveira, Selvino; da Rosa, Anderson; Carvalho-Rocha, Vítor; Bernardy, José Vinícius; Sugai, José Luiz Massao Moreira; dos Santos, Carolina Emília; Bastos, Rogério Pereira; Llusia, Diego; Ulloa, Juan Sebastián
Scientific data, 11/2023, Letnik: 10, Številka: 1Journal Article
Abstract Global change is predicted to induce shifts in anuran acoustic behavior, which can be studied through passive acoustic monitoring (PAM). Understanding changes in calling behavior requires automatic identification of anuran species, which is challenging due to the particular characteristics of neotropical soundscapes. In this paper, we introduce a large-scale multi-species dataset of anuran amphibians calls recorded by PAM, that comprises 27 hours of expert annotations for 42 different species from two Brazilian biomes. We provide open access to the dataset, including the raw recordings, experimental setup code, and a benchmark with a baseline model of the fine-grained categorization problem. Additionally, we highlight the challenges of the dataset to encourage machine learning researchers to solve the problem of anuran call identification towards conservation policy. All our experiments and resources have been made available at https://soundclim.github.io/anuraweb/ .
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Dostop do baze podatkov JCR je dovoljen samo uporabnikom iz Slovenije. Vaš trenutni IP-naslov ni na seznamu dovoljenih za dostop, zato je potrebna avtentikacija z ustreznim računom AAI.
Leto | Faktor vpliva | Izdaja | Kategorija | Razvrstitev | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Vir: Osebne bibliografije
in: SICRIS
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