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Filtering by: Creator Lang, Johnsie R. Remove constraint Creator: Lang, Johnsie R. Advisor Donnelly, Patrick J. Remove constraint Advisor: Donnelly, Patrick J. Degree Name Honors Bachelor of Science (H.B.S.) Remove constraint Degree Name: Honors Bachelor of Science (H.B.S.)

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  • Predicting music emotion with social media discourse

    Creator:
    Beery, Aidan J.
    Abstract:
    Predicting the average affect of a piece of music is a task which has been of recent interest in the field of music information retrieval. We investigate the use of sentiment analysis on online social media conversations to predict a song’s valence and arousal. Using four music emotion datasets -...
    Resource Type:
    Honors College Thesis
    Full Text:
    undergraduate psychology students from the University of Florida. For this dataset, Bradley and Lang developed

  • Transcribing Solo Piano Performances from Audio to MIDI Using a Neural Network

    Creator:
    Ebert, Victoria
    Abstract:
    Automatic Music Transcription is a growing area of interest in Music Information Retrieval, and recent research has shown promise using onset detection on spectrograms. We propose a deep learning model that takes raw audio as input in order to transcribe a solo piano performance from audio to MIDI without complicated...
    Resource Type:
    Honors College Thesis