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Filtering by: Advisor Fern, Xiaoli Z. Remove constraint Advisor: Fern, Xiaoli Z. Degree Field Electrical and Computer Engineering Remove constraint Degree Field: Electrical and Computer Engineering

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  • Simultaneous segmentation and classification of bird song using CNN

    Creator:
    Narasimhan, Revathy
    Abstract:
    In bioacoustics, automatic animal voice detection and recognition from audio recordings is an emerging topic for animal preservation. Our research focuses on bird bioacoustics, where the goal is to segment bird syllables from the recording and predict the bird species for the syllables. Traditional methods for this task addresses the...
    Resource Type:
    Masters Thesis
    Full Text:
    - lutional encoder-decoder architecture for image segmentation. 2015. [4] Forrest Briggs, Xiaoli Z. Fern

  • Improved text classification through label clustering

    Creator:
    Vanderschuere, Christopher
    Abstract:
    This paper introduces an approach to text classification for semi-structured label systems that have poor performance with standard methods. With the perspective that perfect classification for such a system is unattainable, we demonstrate an automated procedure to isolate the learnable elements of the problem. Through analysis of an example dataset,...
    Resource Type:
    Honors College Thesis
    Full Text:
    . Abstract approved: ______________________________________________________ Xiaoli Fern This