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Filtering by: Creator Briggs, Forrest Remove constraint Creator: Briggs, Forrest Committee Member Raich, Raviv Remove constraint Committee Member: Raich, Raviv

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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:
    Applications to Bird Bioacoustics AN ABSTRACT OF THE THESIS OF Forrest Briggs for the degree of Doctor of