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Filtering by: Creator Lee, Tong-Yee Remove constraint Creator: Lee, Tong-Yee Creator Briggs, Forrest Remove constraint Creator: Briggs, Forrest Subject Machine learning Remove constraint Subject: Machine learning

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  • Multi-instance multi-label learning : algorithms and applications to bird bioacoustics

    Creator:
    Briggs, Forrest
    Abstract:
    We consider the problem of supervised classification of bird species from audio recordings in a real-world acoustic monitoring scenario (i.e. audio data is collected in the field with an omnidirectional microphone, without human supervision). Obtaining better data about bird activity can assist conservation efforts, and improve our understanding of their...
    Resource Type:
    Dissertation
    Full Text:
    , 135], and Lee et al. [92] use the following spec- tral peak tracking algorithm: First, the point in