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Filtering by: DOI 10.1121/1.4773260 Advisor Donnelly, Patrick J.

Automatic Classification of Ultrasonic Harbor Porpoise Clicks in a Varying Noise Environment

Creator:

De Leon, Daniel

Abstract:

This study compares three approaches in the design of an autonomous machine listening agent that predicts harbor porpoise ultrasonic echolocation clicks in diverse noise environments. Considering the temporal variations of noisy coastal ocean soundscapes which the harbor porpoises inhabit, we propose a leave-one-day-out (LODO) cross-validation strategy in the training of...

Resource Type:

Masters Thesis
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