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LifeCLEF Bird Identification Task 2014

Abstract : The LifeCLEF bird identification task provides a testbed for a system-oriented evaluation of 501 bird species identification. The main originality of this data is that it was specifically built through a citizen science initiative conducted by Xeno-Canto, an international social net-work of amateur and expert ornithologists. This makes the task closer to the conditions of a real-world application than previous, similar ini-tiatives. This overview presents the resources and the assessments of the task, summarizes the retrieval approaches employed by the participating groups, and provides an analysis of the main evaluation results. With a total of ten groups from seven countries and with a total of twenty-nine runs submitted, involving distinct and original methods, this first year task confirms the interest of the audio retrieval community for biodiver-sity and ornithology, and highlights further challenging studies in bird identification.
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https://hal.inria.fr/hal-01088829
Contributor : Alexis Joly <>
Submitted on : Friday, November 28, 2014 - 5:28:53 PM
Last modification on : Wednesday, January 8, 2020 - 4:18:01 PM
Long-term archiving on: : Friday, April 14, 2017 - 11:14:30 PM

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Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, et al.. LifeCLEF Bird Identification Task 2014. CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.585-597. ⟨hal-01088829⟩

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